From 737d78c6da416d2228a9faff56cccd79f7b4b905 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jan=20L=C3=B6wenstrom?= Date: Sun, 5 Apr 2020 12:54:14 +0200 Subject: [PATCH] mend --- epsilonValues.R | 35 ----------- .../avgEpisodesUntilConvergence.R | 11 ++-- .../avgRewardPerTimestampDiffLRandDiscQ.R | 56 ++++++++++++++++++ rScripts/avgTimestampsPerFood.R | 34 +++++++++++ rScripts/totalTimestampsWhileCollecting.R | 34 +++++++++++ rawResults/antAnalysisAvgReward.txt | 15 +++++ .../avgTimestampsPerFoodDiffDiscounts.txt | 9 +++ .../convergencSimpleQLearning099disc09LR.txt | 21 +++++++ .../convergenceAdvancedMC.txt | 2 +- rawResults/convergenceAdvancedMCnegRew.txt | 21 +++++++ .../convergenceSimpleMC.txt | 2 +- ...SimpleNegRewInJumpQLearning099disc09LR.txt | 21 +++++++ ...onvergenceSimpleNoJumpInfoMCfirstVisit.txt | 21 +++++++ ...nceSimpleNoJumpingQLearning099disc09LR.txt | 21 +++++++ ...ergenceSimpleNoJumpingSARSA099disc09LR.txt | 21 +++++++ ...genceSimpleQ099Disc09LRSameRewardsAsMC.txt | 21 +++++++ ...c09LRSameRewardsAsMCMinus1DefaultValue.txt | 21 +++++++ .../convergenceSimpleSARSA099disc09LR.txt | 21 +++++++ ...alTimestampsNeededForFoodDiffDiscounts.txt | 9 +++ resultDiagrams/AdvancedZ3B1MonteCarlo.png | Bin 0 -> 26312 bytes resultDiagrams/AdvancedZ3B3Monte.png | Bin 0 -> 25195 bytes .../SimpleZ1B2QLearningDisc099LR09.png | Bin 0 -> 26973 bytes .../SimpleZ2B1QLearningDisc099LR09.png | Bin 0 -> 25646 bytes ...eZ2B1QLearningMaxInitValuesDisc099LR09.png | Bin 0 -> 26121 bytes .../SimpleZ2B2QLearningDisc099LR09.png | Bin 0 -> 25035 bytes resultDiagrams/SimpleZ2B2SarsaDisc099LR09.png | Bin 0 -> 24656 bytes .../SimpleZ2B4QLearningDisc099LR09.png | Bin 0 -> 23893 bytes resultDiagrams/antGameAnalysis05Disc.png | Bin 0 -> 33826 bytes resultDiagrams/antGameAnalysis099Disc.png | Bin 0 -> 38423 bytes resultDiagrams/antGameAnalysis09Disc.png | Bin 0 -> 33116 bytes .../avgTimestampsPerFoodOptimality.png | Bin 0 -> 26655 bytes .../mininumNeededTimestampsAntGame.png | Bin 0 -> 13379 bytes .../totalTimestampsContinuousCollecting.png | Bin 0 -> 122086 bytes src/main/java/example/ContinuousAnt.java | 26 -------- 34 files changed, 352 insertions(+), 70 deletions(-) delete mode 100644 epsilonValues.R rename EpsilonAnalysis.R => rScripts/avgEpisodesUntilConvergence.R (81%) create mode 100644 rScripts/avgRewardPerTimestampDiffLRandDiscQ.R create mode 100644 rScripts/avgTimestampsPerFood.R create mode 100644 rScripts/totalTimestampsWhileCollecting.R create mode 100644 rawResults/antAnalysisAvgReward.txt create mode 100644 rawResults/avgTimestampsPerFoodDiffDiscounts.txt create mode 100644 rawResults/convergencSimpleQLearning099disc09LR.txt rename convergenceAdvanced.txt => rawResults/convergenceAdvancedMC.txt (99%) create mode 100644 rawResults/convergenceAdvancedMCnegRew.txt rename convergenceSimplyNew.txt => rawResults/convergenceSimpleMC.txt (99%) create mode 100644 rawResults/convergenceSimpleNegRewInJumpQLearning099disc09LR.txt create mode 100644 rawResults/convergenceSimpleNoJumpInfoMCfirstVisit.txt create mode 100644 rawResults/convergenceSimpleNoJumpingQLearning099disc09LR.txt create mode 100644 rawResults/convergenceSimpleNoJumpingSARSA099disc09LR.txt create mode 100644 rawResults/convergenceSimpleQ099Disc09LRSameRewardsAsMC.txt create mode 100644 rawResults/convergenceSimpleQ099Disc09LRSameRewardsAsMCMinus1DefaultValue.txt create mode 100644 rawResults/convergenceSimpleSARSA099disc09LR.txt create mode 100644 rawResults/totalTimestampsNeededForFoodDiffDiscounts.txt create mode 100644 resultDiagrams/AdvancedZ3B1MonteCarlo.png create mode 100644 resultDiagrams/AdvancedZ3B3Monte.png create mode 100644 resultDiagrams/SimpleZ1B2QLearningDisc099LR09.png create mode 100644 resultDiagrams/SimpleZ2B1QLearningDisc099LR09.png create mode 100644 resultDiagrams/SimpleZ2B1QLearningMaxInitValuesDisc099LR09.png create mode 100644 resultDiagrams/SimpleZ2B2QLearningDisc099LR09.png create mode 100644 resultDiagrams/SimpleZ2B2SarsaDisc099LR09.png create mode 100644 resultDiagrams/SimpleZ2B4QLearningDisc099LR09.png create mode 100644 resultDiagrams/antGameAnalysis05Disc.png create mode 100644 resultDiagrams/antGameAnalysis099Disc.png create mode 100644 resultDiagrams/antGameAnalysis09Disc.png create mode 100644 resultDiagrams/avgTimestampsPerFoodOptimality.png create mode 100644 resultDiagrams/mininumNeededTimestampsAntGame.png create mode 100644 resultDiagrams/totalTimestampsContinuousCollecting.png delete mode 100644 src/main/java/example/ContinuousAnt.java diff --git a/epsilonValues.R b/epsilonValues.R deleted file mode 100644 index 78c33ee..0000000 --- a/epsilonValues.R +++ /dev/null @@ -1,35 +0,0 @@ -# Libraries -library(ggplot2) -library(matrixStats) -library(MASS) -library(reshape2) -library(reshape) -# file.choose() -convergence <- read.csv(file.choose(), header=FALSE, row.names=1, skip=1) - -sds <- rowSds(sapply(convergence[,-1], `length<-`, max(lengths(convergence[,-1]))), na.rm=TRUE) -men <- rowMeans(sapply(convergence[,-1], `length<-`, max(lengths(convergence[,-1]))), na.rm=TRUE) -print(sds) - -# create dummy data -data <- data.frame( - names=rownames(convergence), - means=men, - sds=sds -) -print(length(men)) - -convergence$group <- row.names(convergence) -convergence.m <- melt(convergence, id.vars = "group") - -ggplot(data, aes(x=men, y=sds)) + - geom_boxplot() -ggplot(data) + - geom_bar(aes(x=names, y=means, fill=means), stat="identity", color="black", alpha=0.8) + - geom_errorbar( aes(x=names, ymin=means, ymax=means+sds), width=0.4, colour="black", alpha=0.8, size=0.6) + - #geom_text(aes(label=as.integer(means), x =names, y=means), position=position_dodge(width=0.9), vjust=-0.25) + - xlab("Epsilon") + ylab("avg. amount of episodes until convergence") - - -#ba <- barplot(names=rownames(convergence), height=men, ylim=c(0, max(men)*1.2), ylab = "avg. episodes until convergence", xlab = "epsilon value") -#text(x = ba, y = men, label = as.integer(men), pos = 3, cex = 0.8, col = "red") diff --git a/EpsilonAnalysis.R b/rScripts/avgEpisodesUntilConvergence.R similarity index 81% rename from EpsilonAnalysis.R rename to rScripts/avgEpisodesUntilConvergence.R index 54f4ad8..2c75632 100644 --- a/EpsilonAnalysis.R +++ b/rScripts/avgEpisodesUntilConvergence.R @@ -7,22 +7,19 @@ sds <- rowSds(sapply(convergence[,-1], `length<-`, max(lengths(convergence[,-1]) men <- rowMeans(sapply(convergence[,-1], `length<-`, max(lengths(convergence[,-1]))), na.rm=TRUE) print(sds) -# create dummy data +# create data frame data <- data.frame( names=rownames(convergence), means=men, sds=sds ) -#320 QMC -#188QMCMax -#234 MC -print(mean(men)) -print(men) + convergence$group <- row.names(convergence) convergence.m <- melt(convergence, id.vars = "groups") ggplot(data) + geom_bar(aes(x=names, y=means, fill=means), stat="identity", colour="black", alpha=0.8) + geom_errorbar( aes(x=names, ymin=means, ymax=means+sds), width=0.4, colour="black", alpha=0.8, size=0.6) + - xlab("Epsilon") + ylab("?? Episoden bis Konvergenz") + + # ylim(0,104000) + + xlab("Epsilon") + ylab("Ø Episoden bis Konvergenz") + theme_bw(base_size = 24) \ No newline at end of file diff --git a/rScripts/avgRewardPerTimestampDiffLRandDiscQ.R b/rScripts/avgRewardPerTimestampDiffLRandDiscQ.R new file mode 100644 index 0000000..6ee30c3 --- /dev/null +++ b/rScripts/avgRewardPerTimestampDiffLRandDiscQ.R @@ -0,0 +1,56 @@ +# Libraries +library(ggplot2) +library(matrixStats) +ta <- as.matrix(read.table(file.choose(), sep=",", header = FALSE)) +ta <- t(ta) +dim(ta) +head(ta) + +# Create data frame +data <- data.frame( + y=ta[,1], + y2=ta[,2], + y3=ta[,3], + y4=ta[,4], + y5=ta[,5], + y6=ta[,6], + y7=ta[,7], + y8=ta[,8], + y9=ta[,9], + y10=ta[,10], + y11=ta[,11], + y12=ta[,12], + y13=ta[,13], + y14=ta[,14], + y15=ta[,15], + x=seq(1, length(ta[,1])) +) +ggplot(data, aes(x*1000)) + + labs( x ="Zeitstempel", y = "Ø Belohnung pro Zeitstempel", color = "Lernrate") + + ylim(-1.5,0.6) + + geom_line(aes(y = y, colour = "0.1"), size=1)+ + geom_line(aes(y = y2, colour = "0.3"), size=1) + + geom_line(aes(y = y3, colour = "0.5"), size=1) + + geom_line(aes(y = y4, colour = "0.7"), size=1) + + geom_line(aes(y = y5, colour = "0.9"), size=1) + + theme_bw(base_size = 24) + +ggplot(data, aes(x*1000)) + + labs(x ="Zeitstempel", y = "Ø Belohnung pro Zeitstempel", color = "Lernrate") + + ylim(-1.5,0.6) + + geom_line(aes(y = y6, colour = "0.1"), size=1) + + geom_line(aes(y = y7, colour = "0.3"), size=1) + + geom_line(aes(y = y8, colour = "0.5"), size=1) + + geom_line(aes(y = y9, colour = "0.7"), size=1) + + geom_line(aes(y = y10, colour = "0.9"), size=1) + + theme_bw(base_size = 24) + +ggplot(data, aes(x*1000) ) + + labs(x ="Zeitstempel", y = "Ø Belohnung pro Zeitstempel", color = "Lernrate") + + ylim(-1.5,0.6) + + geom_line(aes(y = y11, colour = "0.1"), size=1) + + geom_line(aes(y = y12, colour = "0.3"), size=1) + + geom_line(aes(y = y13, colour = "0.5"), size=1) + + geom_line(aes(y = y14, colour = "0.7"), size=1) + + geom_line(aes(y = y15, colour = "0.9"), size=1) + + theme_bw(base_size = 24) \ No newline at end of file diff --git a/rScripts/avgTimestampsPerFood.R b/rScripts/avgTimestampsPerFood.R new file mode 100644 index 0000000..4d09818 --- /dev/null +++ b/rScripts/avgTimestampsPerFood.R @@ -0,0 +1,34 @@ +# Libraries +library(ggplot2) +library(matrixStats) +ta <- as.matrix(read.table(file.choose(), sep=",", header = FALSE, skip = 1)) +ta <- t(ta) +dim(ta) +head(ta) + +# Create data frame +data <- data.frame( + y=ta[1:20,1], + y2=ta[1:20,2], + y3=ta[1:20,3], + y4=ta[1:20,4], + y5=ta[1:20,5], + y6=ta[1:20,6], + y7=ta[1:20,7], + y8=ta[1:20,8], + x=seq(1, length(ta[1:20,1])) +) +ggplot(data, aes(x*1000)) + + labs( x ="Gesamtanzahl gesammeltes Futter", y = "Ø Zeitstempel pro Futter (log)", color = "Diskontierungsfaktor") + + #scale_y_log10()+ + geom_hline(yintercept=23, linetype="dashed")+ + geom_text(aes(0,23,label = "opt", vjust = -1)) + + geom_line(aes(y = y, colour = "0.05"), size=1)+ + geom_line(aes(y = y2, colour = "0.1"), size=1) + + geom_line(aes(y = y3, colour = "0.3"), size=1) + + geom_line(aes(y = y4, colour = "0.5"), size=1) + + geom_line(aes(y = y5, colour = "0.7"), size=1)+ + geom_line(aes(y = y6, colour = "0.9"), size=1) + + geom_line(aes(y = y7, colour = "0.95"), size=1) + + geom_line(aes(y = y8, colour = "0.99"), size=1) + + theme_bw(base_size = 24) diff --git a/rScripts/totalTimestampsWhileCollecting.R b/rScripts/totalTimestampsWhileCollecting.R new file mode 100644 index 0000000..1d34138 --- /dev/null +++ b/rScripts/totalTimestampsWhileCollecting.R @@ -0,0 +1,34 @@ +# Libraries +library(ggplot2) +library(matrixStats) +ta <- as.matrix(read.table(file.choose(), sep=",", header = FALSE, skip = 1)) +ta <- t(ta) +dim(ta) +head(ta) + +# Create data frame +data <- data.frame( + y=ta[,1], + y2=ta[,2], + y3=ta[,3], + y4=ta[,4], + y5=ta[,5], + y6=ta[,6], + y7=ta[,7], + y8=ta[,8], + x=seq(1, length(ta[,1])) +) +ggplot(data, aes(x*1000)) + + labs( x ="Gesammeltes Futter", y = "Zeitstempel insgesamt", color = "Diskontierungsfaktor") + + #geom_hline(yintercept=23, linetype="dashed")+ + geom_text(aes(20000,40000,label = "opt. Verhalten", vjust = -1)) + + geom_line(aes(y = x*1000*23), size=1)+ + geom_line(aes(y = y, colour = "0.05"), size=1)+ + geom_line(aes(y = y2, colour = "0.1"), size=1) + + geom_line(aes(y = y3, colour = "0.3"), size=1) + + geom_line(aes(y = y4, colour = "0.5"), size=1) + + geom_line(aes(y = y5, colour = "0.7"), size=1)+ + geom_line(aes(y = y6, colour = "0.9"), size=1) + + geom_line(aes(y = y7, colour = "0.95"), size=1) + + geom_line(aes(y = y8, colour = "0.99"), size=1) + + theme_bw(base_size = 24) diff --git a/rawResults/antAnalysisAvgReward.txt b/rawResults/antAnalysisAvgReward.txt new file mode 100644 index 0000000..11428b5 --- /dev/null +++ b/rawResults/antAnalysisAvgReward.txt @@ -0,0 +1,15 @@ 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+-1.1374,-1.0045,-0.7724,-0.734,-0.5229,-0.2664,-0.0926,0.1797,0.2186,0.3115,0.2716,0.4692,0.4657,0.4929,0.4828,0.4936,0.4592,0.4228,0.4748,0.4569,0.4546,0.5255,0.5536,0.4724,0.5419,0.4433,0.5297,0.4473,0.4518,0.4699,0.4356,0.466,0.4149,0.4811,0.4878,0.5053,0.4645,0.4988,0.5215,0.4917,0.5124,0.4765,0.4291,0.4747,0.4294,0.507,0.5633,0.4949,0.4798,0.4863,0.5195,0.4617,0.4563,0.477,0.4697,0.59,0.464,0.4718,0.4709,0.5461,0.5432,0.4426,0.4707,0.4834,0.4745,0.4625,0.5225,0.5301,0.534,0.4905,0.4792,0.4629,0.5354,0.5575,0.5465,0.5131,0.483,0.4735,0.459,0.5014,0.5218,0.4811,0.4678,0.4981,0.4869,0.5461,0.5251,0.4757,0.5049,0.5107,0.516,0.5179,0.4967,0.4432,0.5139,0.4919,0.4468,0.4728,0.5127 diff --git a/rawResults/avgTimestampsPerFoodDiffDiscounts.txt b/rawResults/avgTimestampsPerFoodDiffDiscounts.txt new file mode 100644 index 0000000..7b7ecd1 --- /dev/null +++ b/rawResults/avgTimestampsPerFoodDiffDiscounts.txt @@ -0,0 +1,9 @@ +# Average Timestamps needed to collect one food piece, mean over 1000 collected food; Discount factor for rows: 0.05, 0.1, 0.3, 0.5, 0.7, 0.9, 0.95, 0.99 +103.857,48.501,49.283,44.149,44.51,42.402,45.102,41.896,43.104,40.76,41.0,39.134,46.756,44.282,45.834,44.942,41.078,43.66,42.812,41.672,44.022,41.196,42.106,41.384,42.174,42.736,45.792,43.482,48.132,44.14 +86.807,32.319,29.317,26.51,25.664,24.348,24.994,23.972,24.46,24.252,24.128,23.758,25.184,24.872,25.286,24.356,24.322,24.262,24.26,24.446,24.888,24.302,24.866,24.236,24.548,24.866,25.894,24.872,26.212,24.632 +81.071,30.951,26.07,24.804,23.196,22.67,23.374,22.388,22.666,22.776,22.432,22.294,23.318,23.018,23.44,22.97,22.502,22.776,22.692,22.382,23.178,22.932,23.098,22.726,22.584,23.062,23.548,22.824,23.672,22.73 +92.437,29.962,26.044,24.465,23.196,22.67,23.374,22.388,22.666,22.776,22.432,22.294,23.318,23.018,23.44,22.97,22.502,22.776,22.692,22.382,23.178,22.932,23.098,22.726,22.584,23.062,23.548,22.824,23.672,22.73 +120.382,29.993,26.154,24.518,23.196,22.67,23.374,22.388,22.666,22.776,22.432,22.294,23.318,23.018,23.44,22.97,22.502,22.776,22.692,22.382,23.178,22.932,23.098,22.726,22.584,23.062,23.548,22.824,23.672,22.73 +281.912,37.184,28.825,26.807,23.42,23.018,23.428,22.431,22.718,22.802,22.444,22.352,23.414,23.031,23.448,22.97,22.508,22.782,22.698,22.391,23.184,22.936,23.102,22.736,22.584,23.062,23.55,22.835,23.674,22.738 +536.915,54.205,42.919,33.225,26.309,23.071,23.713,22.6,22.675,22.81,22.478,22.313,23.675,23.25,23.601,23.064,22.599,22.866,23.312,22.591,23.195,23.55,23.354,22.735,22.604,23.066,23.549,22.854,23.698,22.76 +2205.811,288.101,186.619,128.568,108.486,53.722,67.856,58.127,53.659,39.438,44.677,28.751,54.808,33.351,26.386,25.356,24.812,25.128,25.056,24.712,25.626,25.316,25.552,25.112,24.874,25.446,26.05,25.17,26.16,25.058 diff --git a/rawResults/convergencSimpleQLearning099disc09LR.txt b/rawResults/convergencSimpleQLearning099disc09LR.txt new file mode 100644 index 0000000..b723b5d --- /dev/null +++ b/rawResults/convergencSimpleQLearning099disc09LR.txt @@ -0,0 +1,21 @@ +#same speed and distance. distance and inJump. Q LEARNING; distance and inJump +0.05,40,41,35,36,36,40,37,36,40,38,33,36,33,29,39,39,37,44,36,38,39,35,37,39,35,40,39,36,45,33,41,38,46,33,40,40,40,42,39,41,43,40,42,35,33,36,39,35,38,37,42,33,37,46,38,36,49,38,36,37,41,42,40,38,40,38,35,40,38,38,46,37,43,49,35,42,37,42,49,35,39,39,35,38,37,37,38,42,37,39,37,40,45,41,38,61,40,39,41,43 +0.1,42,36,48,37,43,38,39,41,39,38,36,38,43,35,39,38,38,39,42,41,39,44,40,44,43,39,39,39,50,34,41,36,37,34,46,39,42,41,38,51,47,37,39,44,36,45,40,40,40,36,38,32,38,38,42,41,50,38,39,39,40,40,38,41,46,43,37,41,32,39,39,43,43,48,40,39,40,43,50,38,41,38,39,32,40,44,40,39,40,35,36,41,37,41,41,36,45,41,40,48 +0.15,42,40,37,47,45,36,41,35,43,43,42,41,40,36,41,39,38,44,44,40,40,39,44,45,41,36,39,38,45,38,36,36,40,39,44,41,44,47,35,53,51,42,39,39,46,40,42,41,41,36,37,40,41,47,40,43,35,36,40,39,41,44,45,47,42,53,36,51,40,41,39,40,46,41,37,44,49,38,42,45,39,42,39,40,39,43,42,41,43,39,39,41,46,38,43,39,48,79,41,48 +0.2,44,44,52,45,42,43,40,43,44,37,36,41,45,36,38,43,41,41,45,41,37,37,49,42,42,40,40,50,41,44,38,41,45,37,41,55,56,38,43,43,46,46,44,38,43,38,60,44,45,38,39,40,47,53,40,40,38,43,44,39,41,42,47,41,42,46,37,42,41,47,41,55,53,41,41,41,42,44,39,39,38,47,36,41,39,45,52,37,36,42,44,46,44,39,51,41,46,46,40,49 +0.25,48,43,38,51,36,47,44,52,44,47,44,46,40,41,50,44,50,44,48,44,50,43,50,40,41,41,50,41,43,52,44,46,43,41,50,40,47,45,39,45,52,38,45,41,44,46,51,51,46,44,65,39,41,52,41,39,48,41,39,51,65,49,43,41,42,52,42,37,51,38,40,42,46,50,41,42,53,39,44,38,48,49,43,42,46,46,43,46,39,35,50,51,45,44,49,48,46,50,38,51 +0.3,46,39,44,65,45,50,48,42,43,39,48,42,48,44,49,63,44,45,42,52,55,46,39,50,48,50,48,69,50,43,36,37,49,45,46,43,46,46,53,51,57,43,50,40,54,53,50,65,68,48,38,49,50,43,50,43,55,39,41,40,51,49,45,54,59,49,53,43,44,50,37,45,48,44,48,44,45,41,49,39,46,48,45,41,51,43,55,55,44,37,42,48,40,38,63,45,46,56,50,51 +0.35,52,60,67,48,52,47,45,49,42,51,44,39,58,49,52,59,47,52,44,63,41,80,41,41,47,46,58,56,63,62,41,47,50,49,42,51,48,57,49,53,45,45,54,41,43,52,50,45,45,50,63,34,38,50,52,37,52,53,43,50,74,45,61,53,49,56,46,51,49,62,38,45,44,47,45,54,45,66,52,60,54,44,47,52,51,66,94,51,44,43,52,44,49,43,65,65,54,79,53,44 +0.40,48,44,53,51,51,59,46,84,53,58,48,46,56,44,52,42,58,44,42,57,57,49,42,61,63,52,53,42,52,55,45,47,54,54,47,41,56,56,50,51,42,56,45,48,49,66,46,56,47,44,51,36,43,48,48,81,41,52,48,43,41,71,50,51,52,58,52,42,49,54,48,45,47,40,54,47,55,52,43,46,67,50,48,44,65,62,49,67,50,43,72,49,43,51,48,55,55,45,60,54 +0.45,74,57,57,67,45,39,57,70,61,49,41,54,46,50,50,51,65,48,45,68,70,40,42,45,56,53,68,47,106,60,51,78,52,52,46,43,62,60,52,51,49,48,49,54,46,45,48,50,52,45,48,47,53,44,51,77,40,77,45,61,50,44,50,50,55,56,44,51,47,41,45,36,47,41,80,58,63,64,61,58,46,61,54,52,59,56,46,52,56,37,50,48,45,60,49,44,60,54,53,53 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+1.00,176,314,95,92,451,125,100,72,235,154,188,103,95,137,113,166,108,236,52,115,151,282,81,513,339,102,203,147,474,311,199,152,190,316,271,443,211,172,174,62,314,233,196,185,236,213,263,300,132,150,327,128,223,176,120,290,190,125,119,148,349,263,125,358,80,194,258,56,71,100,112,250,514,51,235,125,389,178,919,686,65,274,245,174,202,164,381,82,186,111,174,356,81,72,164,187,128,137,183,116 diff --git a/convergenceAdvanced.txt b/rawResults/convergenceAdvancedMC.txt similarity index 99% rename from convergenceAdvanced.txt rename to rawResults/convergenceAdvancedMC.txt index 827d701..596857d 100644 --- a/convergenceAdvanced.txt +++ b/rawResults/convergenceAdvancedMC.txt @@ -1,4 +1,4 @@ -# 4 speeds, 4 distance. Distance, inJump and incomming speed; Monte Carlo +# 4 speeds, 4 distance. Distance, inJump and incoming speed; Monte Carlo 0.05,8565,3803,4010,30744,5419,1733,30335,4070,7502,7880,12776,2242,10489,4384,23578,14718,17801,7770,4097,5905,4027,5969,8492,1994,1542,18577,2346,13550,2279,5072,39861,15109,4419,10970,6150,2359,3093,7131,5932,18531,6887,22726,4925,3320,6832,13704,10372,25447,22945,28991,4526,12461,1831,20964,21963,2749,7112,3260,33941,14907,9168,7133,6590,21075,5302,2546,10164,3101,3204,7850,40776,38750,32898,14204,4431,12038,13430,13976,7385,7647,9634,12230,6635,9532,4181,12857,10473,2609,3827,4800,4316,5114,4153,6282,4737,5078,7358,11660,4750,16256 0.1,1550,4416,3473,2821,2101,3635,5168,9641,7074,5623,2571,2253,2595,4347,24575,4239,4552,6372,6638,2686,33218,1976,7638,2479,3555,4496,2321,11712,1934,3668,9398,1312,4422,3217,9472,7053,5539,2140,2928,1576,12121,5023,2458,5947,2374,10197,1701,6186,7013,3061,3108,1856,4052,2327,2287,2026,1606,1567,2414,3756,2648,3409,4195,4803,11940,2171,1574,2656,3221,2044,2250,1528,1348,7785,3141,6622,25696,4520,2118,2489,7125,4182,1495,2475,5037,3839,4218,1929,2302,5339,1827,5444,3710,47322,2555,2373,2108,1550,4416,3473 0.15,2328,3189,5422,1943,2057,1630,1405,2079,8071,22741,4056,1704,2727,2339,10381,1246,1831,6658,2760,9416,4036,1243,3716,1199,8678,5480,4038,42601,1133,3576,3852,4014,1487,5849,4275,3766,2240,3917,2164,3695,1954,1869,1854,1751,2785,2334,2821,5942,1310,1680,7867,1987,2345,1785,3898,1598,4382,2881,4874,2345,2483,3962,8058,10204,6444,2885,8494,5135,7150,1041,8020,24960,1720,45430,3546,3751,2077,2269,6051,5372,4247,10739,7114,1169,1757,1162,2699,1765,1367,3226,2290,3695,1756,2452,7385,2599,1426,7600,15285,4712 diff --git a/rawResults/convergenceAdvancedMCnegRew.txt b/rawResults/convergenceAdvancedMCnegRew.txt new file mode 100644 index 0000000..228823b --- /dev/null +++ b/rawResults/convergenceAdvancedMCnegRew.txt @@ -0,0 +1,21 @@ +# neg Reward when jumping 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+0.90,18330,19318,8805,23257,11711,33491,21779,18722,36910,26080,5882,10829,8848,9255,3258,32657,16622,9681,9476,6754,5958,34068,6549,16193,9290,53356,36944,15579,5563,8232,8482,6581,11648,8438,12394,17378,16809,17818,5688,31617,25372,18421,29680,26465,9368,17077,24886,7977,5025,45452,36999,17392,24618,10553,31856,84419,36957,47410,10986,42540,13596,27220,12345,22884,6044,45135,10521,22076,9204,8594,29542,26473,5245,10892,17621,15232,17679,5220,9361,20508,25484,14263,9908,89045,10082,8319,13466,10045,50753,30676,14909,52776,20422,65610,10554,11853,7408,11605,36720,23032 +0.95,24269,14543,6830,3800,41079,4807,26456,36057,12483,8749,47279,27177,17286,9802,7115,3756,85275,14507,34993,15139,32066,1275,3794,29286,15184,90742,27554,23713,6453,15157,7227,8048,47550,84540,93729,68601,6275,4713,30578,5084,94239,7315,8193,46871,96466,3764,70915,62947,32258,66228,2133,5084,12686,62905,19158,20940,36270,9037,34034,15016,15530,46276,11063,8586,15635,7196 +1.0,11364,6363,8012,19730,8425,21388,7864,18427,34072,98639,52381,35105,86487,73913,88033,76264,30103,9522,31049,3182,6600,4078,39236,59239,22968,21540,98395,4052,5612,5001,9933,83766,88344,75849,59554,38619,20400,3709,14813,92207,14994,87801,1645,70868,79790,1587,23322,22071,13903,3589,9722 diff --git a/convergenceSimplyNew.txt b/rawResults/convergenceSimpleMC.txt similarity index 99% rename from convergenceSimplyNew.txt rename to rawResults/convergenceSimpleMC.txt index ec7e233..a78ccc1 100644 --- a/convergenceSimplyNew.txt +++ b/rawResults/convergenceSimpleMC.txt @@ -1,4 +1,4 @@ -# New faster MC +# Same speed an distance; distance and inJump; Monte Carlo 0.05,3618,75,1959,674,653,1038,2851,96,774,820,83,726,2589,1424,171,99,29,484,32,2075,1906,2276,3147,94,1798,60,393,272,88,104,2763,1052,15,2521,1633,91,481,1029,3664,360,201,255,2775,496,84,15,6007,423,9,125,242,1393,80,1705,305,109,1492,215,161,102,1220,228,1157,463,1361,132,381,190,2388,4683,4670,313,140,3836,2942,1630,117,7794,26,303,291,1616,3593,418,240,44,364,17,241,2622,359,2833,278,5275,1481,1776,482,1513,567,189 0.1,333,2264,357,322,3972,270,844,546,52,838,1245,911,174,916,34,1053,944,921,68,1138,83,1652,303,638,334,406,476,185,298,213,1666,845,15,212,369,5,463,195,2294,550,155,249,2875,64,219,15,569,120,9,535,43,41,2609,2955,6,875,848,114,434,77,630,3697,33,3,897,500,343,23,117,1844,129,54,39,101,531,156,109,77,1420,21,1137,48,15,161,725,1589,44,317,2383,2432,557,140,816,482,1493,74,1008,331,210,74 0.15,324,460,1804,322,918,155,401,2090,52,62,23,377,98,397,35,112,41,901,32,396,283,111,46,638,2008,96,729,1521,79,354,67,54,131,46,482,5,636,9,474,64,226,56,28,64,1812,54,125,400,1147,40,268,65,744,158,6,105,45,77,267,271,207,364,760,3,370,734,60,31,14,115,80,39,39,443,133,70,748,27,321,68,720,135,210,153,1101,228,94,149,2324,167,1332,114,219,212,891,195,13,41,475,74 diff --git a/rawResults/convergenceSimpleNegRewInJumpQLearning099disc09LR.txt b/rawResults/convergenceSimpleNegRewInJumpQLearning099disc09LR.txt new file mode 100644 index 0000000..aca0ba4 --- /dev/null +++ b/rawResults/convergenceSimpleNegRewInJumpQLearning099disc09LR.txt @@ -0,0 +1,21 @@ +# Simple, Dist and inJump, QLearning 0.99 disc 0.9 Learning rate, -1 reward when in jump and jumping +0.05,6,6,10,8,8,7,6,10,8,6,8,7,8,6,10,10,9,9,12,7,7,8,9,11,8,12,7,8,8,8,9,8,10,7,10,8,9,9,7,7,8,7,7,5,11,8,8,7,8,7,8,8,7,7,9,8,6,5,10,10,7,10,8,7,7,7,7,11,8,9,10,8,10,8,7,6,5,8,7,8,8,8,3,8,9,9,4,8,6,11,7,8,8,8,9,8,12,7,10,9 +0.1,6,6,8,10,8,7,6,7,9,6,8,10,8,7,10,22,7,11,9,9,8,14,8,29,8,10,7,7,9,7,10,8,11,7,9,9,10,7,7,14,7,7,10,9,5,6,10,8,9,10,8,6,10,9,10,8,6,18,9,32,6,10,8,7,8,7,7,5,8,9,8,8,8,8,6,6,5,9,7,6,8,8,6,12,9,9,4,8,6,11,8,8,9,7,8,7,10,8,12,37 +0.15,7,6,5,9,7,7,6,6,8,15,7,7,13,8,8,16,7,16,12,12,8,21,7,11,7,26,4,7,10,7,10,8,7,7,12,10,6,10,6,6,6,15,20,9,5,8,8,7,10,10,7,48,10,8,12,7,7,6,8,11,6,10,9,7,8,35,8,5,10,5,14,14,10,8,12,8,7,7,7,8,8,7,7,20,9,13,4,10,6,26,12,8,8,10,7,8,11,63,13,16 +0.2,10,6,7,17,15,12,6,76,8,25,9,7,47,8,10,12,9,20,8,11,8,80,13,8,7,11,8,22,23,7,29,10,7,6,9,9,6,8,18,6,5,18,7,9,5,8,27,11,10,40,37,39,9,12,18,7,7,6,8,12,6,10,7,7,8,21,17,5,10,9,32,9,17,7,23,8,7,9,7,8,22,10,7,7,21,13,4,8,6,7,15,8,11,11,7,8,11,25,48,10 +0.25,10,6,38,8,9,7,6,58,19,9,16,7,10,15,36,21,9,20,7,10,8,11,19,6,7,14,8,47,25,7,10,13,29,7,39,8,13,8,7,6,17,27,19,9,5,15,30,11,8,47,44,44,9,66,69,53,7,12,16,9,15,12,7,7,10,21,15,10,10,13,6,9,13,17,58,9,9,8,9,14,22,11,7,7,27,13,4,16,6,7,10,8,11,11,6,27,10,40,70,42 +0.3,14,5,40,8,10,13,6,58,25,8,12,10,9,60,12,7,7,41,12,17,8,11,104,6,22,14,55,24,49,8,24,34,70,6,58,8,38,42,13,11,24,51,23,9,5,14,42,11,8,18,26,27,18,26,83,46,6,32,8,9,39,11,29,7,10,16,44,10,11,13,6,31,13,46,59,42,9,8,9,7,26,11,6,116,25,15,8,15,5,7,10,8,12,11,28,7,19,9,32,12 +0.35,14,5,134,8,11,13,60,30,24,10,15,23,9,24,53,7,8,60,12,18,9,7,35,6,48,8,7,86,49,8,9,47,47,6,64,8,50,49,12,11,112,81,72,9,5,10,35,11,5,12,27,22,9,11,41,11,9,210,48,52,40,10,65,19,10,61,9,10,12,9,6,58,12,13,45,48,9,9,9,14,43,11,6,51,26,6,7,15,40,7,10,8,12,42,11,25,19,9,51,10 +0.40,20,5,69,9,9,30,96,69,44,10,44,57,45,68,33,7,8,15,41,28,64,7,29,6,108,8,8,25,14,54,9,39,56,6,79,8,17,59,52,17,31,212,6,8,5,44,32,16,54,33,68,33,9,44,55,44,10,38,33,97,43,10,111,22,10,34,86,7,12,6,8,8,55,14,11,10,12,9,23,44,10,13,44,42,16,8,7,15,93,7,53,7,48,12,9,90,59,11,35,49 +0.45,41,5,95,9,16,9,62,84,161,10,41,30,51,27,64,7,7,45,75,23,14,25,189,6,129,48,8,40,41,8,9,98,50,6,51,8,51,28,23,41,62,47,90,28,5,83,75,16,41,62,50,33,8,6,28,38,7,38,56,9,73,42,55,30,10,52,52,6,43,6,12,29,17,30,41,57,52,9,36,8,10,12,5,53,52,8,6,42,9,7,26,38,22,33,9,35,52,133,58,152 +0.50,25,5,40,9,13,8,15,53,49,9,113,31,41,46,79,7,7,63,16,9,8,77,46,37,66,19,8,31,44,8,40,47,50,38,85,35,50,28,58,46,134,81,144,103,122,11,52,36,59,44,109,38,50,24,95,121,7,32,57,49,18,43,38,61,53,83,156,6,30,39,13,79,61,49,154,39,81,9,102,40,142,18,5,16,39,8,6,16,10,11,63,9,8,32,57,11,48,12,36,52 +0.55,50,13,70,9,67,8,37,119,200,9,80,90,123,47,116,339,10,45,113,9,8,45,86,41,85,45,8,30,43,89,13,52,50,148,65,134,7,122,188,92,45,38,151,36,55,194,46,28,58,23,85,75,74,44,56,190,7,39,104,37,18,49,73,120,8,92,36,5,34,121,11,36,71,157,36,33,405,68,90,161,112,11,7,12,49,8,38,20,10,167,33,9,10,170,70,82,93,12,167,90 +0.60,56,13,148,9,18,90,30,24,156,9,29,31,58,16,54,154,10,64,10,9,8,52,280,46,202,270,17,72,52,14,34,188,104,22,145,43,4,7,98,47,47,142,26,73,53,60,31,69,17,84,48,105,21,44,73,71,7,70,48,62,19,38,51,69,52,63,31,5,87,106,74,50,51,123,51,45,35,65,60,26,40,11,7,177,26,88,75,104,145,115,51,82,109,39,112,77,148,8,38,74 +0.65,23,13,71,10,18,98,372,121,59,9,44,147,130,100,54,158,7,111,47,32,37,171,400,40,38,50,39,32,49,310,168,79,79,82,220,76,5,7,15,61,8,43,49,217,64,49,32,107,17,212,11,122,170,44,38,40,7,30,81,47,16,286,39,130,20,152,230,5,40,150,23,178,62,147,106,41,88,127,300,75,10,14,24,188,37,173,44,59,94,80,15,45,74,87,54,35,242,90,170,112 +0.70,194,148,44,22,318,271,113,172,234,45,44,194,126,135,11,63,44,205,88,359,356,46,83,268,166,55,68,162,68,202,208,165,48,100,142,90,5,78,239,60,99,101,267,120,109,232,3,50,32,48,11,141,38,67,523,88,71,161,121,243,16,55,178,143,22,94,114,5,90,86,21,302,50,141,130,134,413,269,87,76,331,54,149,26,74,39,44,34,131,121,17,205,233,162,38,69,58,49,87,195 +0.75,269,101,76,81,79,60,113,71,111,37,41,75,38,229,19,111,81,487,59,42,466,346,142,46,143,184,64,681,118,165,56,82,50,84,73,41,5,311,36,212,274,86,51,417,41,91,3,147,47,64,80,433,618,124,156,392,113,67,164,50,626,105,64,321,22,63,38,133,73,38,42,69,222,31,37,111,281,422,252,39,93,51,274,43,50,113,89,216,126,56,58,315,42,81,185,603,190,142,74,138 +0.80,398,116,103,169,206,85,178,100,235,37,663,113,38,152,127,511,44,124,78,64,130,139,46,141,43,186,378,466,58,88,12,93,242,178,461,151,252,210,105,97,436,110,246,293,46,174,3,63,46,64,158,436,47,314,102,145,94,76,144,45,46,14,438,37,133,155,19,50,211,70,70,216,94,31,561,110,14,285,43,41,193,26,148,92,84,44,41,75,126,24,55,111,504,215,989,196,11,205,180,346 +0.85,295,484,216,49,211,290,254,247,478,38,98,865,118,79,10,115,114,412,195,100,230,286,51,847,79,49,28,168,49,505,188,93,357,180,103,235,182,537,214,96,172,10,66,449,43,174,3,293,14,97,848,687,214,178,68,316,96,22,74,71,219,14,211,110,523,57,73,76,157,43,50,67,114,31,48,132,38,448,441,148,379,207,472,229,404,79,59,35,148,24,94,45,898,55,50,58,10,110,43,675 +0.90,93,904,325,74,134,72,510,107,174,146,41,197,41,166,136,196,885,100,419,501,135,34,88,134,129,48,92,230,67,872,322,58,498,172,263,97,104,208,58,159,465,527,138,397,91,181,3,217,14,58,167,81,68,86,165,140,408,54,148,676,934,96,74,55,66,242,100,164,363,39,113,495,158,210,307,92,248,251,40,147,548,310,237,79,315,70,379,121,78,24,98,420,396,456,51,41,202,50,215,87 +0.95,108,119,478,182,105,663,183,99,189,89,376,784,450,52,91,306,54,350,228,188,41,200,779,200,937,41,718,247,45,275,427,129,616,77,54,618,395,210,417,224,644,16,145,129,348,165,3,205,13,514,517,49,128,274,648,410,240,417,486,75,119,812,211,74,96,168,61,786,267,1067,185,94,187,106,236,146,154,505,56,117,79,332,276,355,724,237,525,98,86,63,72,24,406,147,522,470,1000,146,267,132 +1.00,188,947,522,29,49,69,499,165,795,127,829,17,125,27,115,557,77,56,54,132,144,624,759,309,282,41,178,314,98,524,126,274,273,216,77,128,99,774,67,187,337,197,289,121,102,98,3,58,201,343,234,1074,114,237,442,86,93,161,323,331,184,444,307,429,96,49,61,104,631,290,156,312,283,85,493,108,191,329,47,187,135,159,378,499,703,237,1236,663,375,754,204,24,39,158,310,267,207,23,957,534 diff --git a/rawResults/convergenceSimpleNoJumpInfoMCfirstVisit.txt b/rawResults/convergenceSimpleNoJumpInfoMCfirstVisit.txt new file mode 100644 index 0000000..cf26515 --- /dev/null +++ b/rawResults/convergenceSimpleNoJumpInfoMCfirstVisit.txt @@ -0,0 +1,21 @@ +#same speed and distance. ONLY DISTANCE TO OBSTACLE. 100 trials, rest did not converged!; MONTE CARLO +0.05,8,64,62,15,84,5,72,183 +0.1,15,15,6,18,46,28,307 +0.15,177,20,12,9,21,4,6,65,173 +0.2,6,56,13,28,4,231,9,11,22 +0.25,92,37,11,4,310,1023,3676 +0.3,515,106,7,302,12,23,4,5,71 +0.35,366,23,28,1357,19,49,4,5,67,120 +0.40,11,21,113,32,4 +0.45,3,4,280,9 +0.50,11,15,4,9 +0.55,2,15,15,4,15,27,77 +0.60,2,15,4,167,14 +0.65,2,158,5,4,77,14,4 +0.70,2,3,4,2,5,123,4 +0.75,27,3,3,2,122,139,4,29,17,4 +0.80,36,522,3,49,4,26,4,3 +0.85,36,136,28,3,4,51,11,4,4,3 +0.90,63,27,76,85,106,4,38,977,9,4,3 +0.95,28,61824,110,389,61,32,740,746,8,3,4,21,2937,707,23,23,3104,9082,9,2506,118,324,3 +1.00,11829,50271,238,111576,14458,28031,9152,12999,171,35140,6443,123,3589,7190,8798,5004,35250,3904,52144,67843,15573,26838,31676,25,1497,30052,8964,99392,47321,866,27500,3302,780,49166,49633,33120,158,36720,5189,110727,25180,2891,36822,5678,1666,15222,149967,3,8185,29538,9410,47919,123796,4,44800,3975,27851,4592,58855,41441,68739,23084,20831,43449,29411,1188,26,211,158286,241,3834,46305,783,119,1051,7542,4,3154,711,9,19731,170374,174,176,9852,139312,11988,1464,10136 diff --git a/rawResults/convergenceSimpleNoJumpingQLearning099disc09LR.txt b/rawResults/convergenceSimpleNoJumpingQLearning099disc09LR.txt new file mode 100644 index 0000000..5e2ed6c --- /dev/null +++ b/rawResults/convergenceSimpleNoJumpingQLearning099disc09LR.txt @@ -0,0 +1,21 @@ +#Same speed and distance; JUST DISTANCE. Q Learning 0.99 discount, 0.9 Learning rate +0.05,172,208,935,127,181,72,302,137,372,185,371,95,181,65,686,36,34,137,784,644,93,58,228,177,1049,55,168,590,133,588,259,323,62,63,1157,87,88,89,103,284,234,457,125,54,587,32,379,89,128,72,46,608,78,101,183,104,429,122,45,494,217,68,88,139,309,1044,83,133,65,220,129,84,133,97,298,231,189,780,50,286,126,64,137,800,28,77,245,45,144,251,303,415,282,224,57,299,33,337,126,31 +0.1,130,62,978,385,33,137,443,283,103,457,582,324,621,261,23,819,20,74,399,56,83,30,66,456,813,232,635,104,39,391,619,235,112,272,528,78,63,54,128,39,431,488,390,114,78,159,701,463,127,60,187,163,37,60,214,226,239,421,77,28,394,263,308,371,121,49,56,173,65,433,57,77,81,56,31,111,381,98,1012,280,643,296,34,75,331,872,204,41,63,208,234,230,168,303,70,94,48,83,196,183 +0.15,47,293,211,768,234,194,366,30,212,71,75,144,115,316,317,110,522,136,249,254,84,76,139,237,110,81,162,433,455,36,83,127,179,24,168,41,27,102,196,185,488,114,149,309,373,86,33,418,223,131,198,366,405,44,77,63,143,138,26,113,299,111,66,268,215,41,23,175,235,36,35,76,399,262,502,470,556,682,119,171,89,633,196,85,284,109,47,342,161,62,329,427,511,223,216,74,607,108,348,253 +0.2,358,129,308,337,180,51,95,33,241,320,94,148,54,70,97,423,69,133,171,453,74,539,51,25,856,68,65,124,100,234,563,83,24,204,73,167,50,36,96,281,345,40,326,69,1464,387,424,161,159,456,48,1222,105,245,381,102,78,172,182,571,167,213,525,364,80,118,756,34,228,258,29,359,72,63,34,108,489,182,167,304,266,213,201,416,85,101,215,109,286,83,489,308,317,48,640,603,317,333,241,130 +0.25,881,474,109,194,30,203,103,31,258,87,122,380,75,422,134,51,106,66,555,48,505,96,144,111,104,358,620,175,114,116,120,59,78,78,205,96,592,226,198,183,174,63,45,92,34,115,398,301,110,121,78,607,137,310,111,169,170,29,150,82,207,242,633,215,310,44,378,128,486,66,70,335,99,434,425,494,36,65,31,213,53,193,387,112,293,171,60,118,150,109,47,341,229,97,80,94,363,160,55,299 +0.3,328,355,357,105,338,277,718,220,388,34,215,307,263,70,263,168,57,30,437,73,38,288,356,428,62,129,65,47,148,250,130,229,347,56,280,293,274,299,47,100,95,572,303,54,253,65,397,271,82,466,59,47,562,149,40,21,111,374,59,74,417,154,27,91,417,60,361,182,38,82,559,28,130,234,34,63,491,78,102,80,182,299,73,44,161,31,108,326,78,140,97,69,246,169,746,98,225,123,94,151 +0.35,75,579,76,155,57,193,252,90,279,217,203,34,125,202,96,221,313,498,135,308,470,115,376,59,30,185,51,89,123,276,265,121,154,100,82,169,34,199,295,163,199,170,102,56,294,48,139,287,81,232,1221,70,51,164,42,366,24,172,138,176,803,133,41,123,130,270,120,187,219,48,578,57,288,157,746,815,664,104,231,415,30,74,138,82,487,475,105,171,286,100,764,266,200,576,482,81,87,86,563,64 +0.40,189,204,420,210,71,402,59,66,64,40,63,93,63,119,187,42,854,480,332,269,76,79,124,117,322,109,442,113,108,143,100,369,236,80,394,255,381,64,89,437,29,212,77,236,199,83,185,175,30,41,102,361,41,62,116,207,24,76,217,100,318,230,603,94,294,215,77,386,54,102,175,821,43,396,90,49,68,204,78,139,69,644,36,217,231,170,56,67,45,305,138,160,76,122,182,260,216,237,193,918 +0.455,47,40,1587,354,146,81,47,346,160,530,395,158,168,135,226,614,166,237,450,108,115,145,36,131,338,130,159,115,542,381,92,119,347,49,87,269,63,58,141,221,81,37,179,295,66,59,253,106,345,88,598,46,484,153,253,154,54,441,122,40,328,60,346,254,164,165,179,114,257,506,43,108,232,139,211,43,50,362,332,72,139,242,20,609,509,163,211,85,310,86,25,323,40,116,40,183,82,467,470,197 +0.50,193,37,61,214,578,170,54,235,580,44,41,40,387,302,325,52,123,204,405,254,554,153,48,266,329,51,234,84,45,80,263,227,161,85,199,126,887,36,41,99,126,214,348,168,349,236,140,41,144,327,72,1286,130,133,64,45,234,66,34,184,157,78,200,188,120,38,67,131,58,43,81,226,51,237,42,198,76,332,292,64,333,420,237,292,152,327,70,562,574,114,55,354,245,235,29,53,55,72,193,80 +0.55,142,843,376,397,138,311,908,84,299,61,124,116,137,332,127,56,80,292,75,57,241,146,364,117,264,93,322,166,141,76,325,556,626,61,345,102,81,185,360,601,188,285,44,45,137,262,127,199,584,302,268,40,290,29,193,74,182,134,265,345,711,268,279,101,53,420,266,61,424,105,129,508,47,95,76,56,645,235,43,252,112,245,435,207,477,285,96,155,162,415,271,138,538,151,151,125,149,63,99,27 +0.60,73,258,98,378,405,32,50,323,300,297,90,56,35,591,149,396,111,221,50,105,70,221,573,305,59,348,249,47,319,560,44,125,81,229,646,37,294,35,60,446,448,298,845,250,368,114,150,384,176,70,41,288,65,210,210,126,105,252,190,302,141,54,74,91,98,458,257,148,282,66,109,128,82,786,253,181,279,120,316,874,63,86,461,142,405,215,63,43,119,111,29,405,159,63,316,519,366,38,383,111 +0.65,142,264,193,64,327,229,1213,272,783,132,179,79,113,265,57,197,199,131,377,104,58,285,75,739,268,175,213,186,57,89,267,144,40,66,315,365,179,149,414,273,176,530,213,176,477,202,149,37,396,306,305,774,232,86,38,103,35,83,92,267,306,47,109,59,421,379,54,160,132,43,147,155,257,65,378,92,86,147,38,153,259,43,99,242,339,164,43,109,202,115,337,168,134,70,45,204,325,84,358,381 +0.70,116,280,237,84,188,319,213,97,80,250,92,530,97,114,103,37,55,129,240,73,67,448,67,93,139,75,257,202,740,37,53,49,71,96,173,55,183,365,436,119,216,230,137,88,231,712,101,49,189,193,150,132,113,46,158,368,195,432,53,72,146,95,192,248,51,69,490,63,229,33,44,127,290,70,153,38,99,37,121,421,740,201,582,52,168,45,84,51,39,107,182,321,65,217,52,196,128,50,309,54 +0.75,286,84,151,36,108,452,89,180,139,57,497,409,250,282,40,96,305,97,711,119,78,175,37,493,180,41,60,410,170,277,71,262,59,180,132,213,316,51,489,51,274,83,41,489,340,35,129,34,807,44,214,141,374,160,103,531,80,187,58,665,139,79,43,68,289,164,1448,39,102,84,223,39,370,47,45,103,49,100,74,246,128,160,85,216,317,134,111,59,48,251,79,44,112,259,35,159,52,72,279,51 +0.80,77,439,340,76,557,442,58,183,100,599,187,170,88,212,220,88,178,202,306,175,970,654,136,235,414,295,115,208,152,38,180,185,381,135,198,217,133,494,290,100,104,77,99,109,38,196,126,142,53,182,301,84,96,43,352,179,57,247,102,121,89,46,294,149,149,190,58,142,79,46,378,534,225,79,36,133,195,89,74,139,132,236,67,532,109,351,252,465,98,50,112,39,317,215,389,60,229,252,190,56 +0.85,66,37,112,156,93,80,30,79,103,153,62,83,178,89,198,122,263,216,51,259,354,49,292,315,42,78,82,217,226,430,224,121,92,45,167,64,692,53,85,89,373,197,73,415,38,118,118,202,51,95,58,268,413,289,120,123,252,91,295,137,265,192,130,161,73,328,302,236,323,225,243,310,137,65,201,50,334,39,72,110,82,105,31,326,158,91,79,55,225,476,328,283,141,341,170,307,118,91,60,289 +0.90,254,123,46,57,80,117,515,401,237,359,52,147,188,213,139,95,104,42,132,404,62,110,136,268,111,192,220,222,290,61,213,103,151,365,604,343,74,49,904,35,157,128,168,263,219,453,173,146,83,201,259,78,215,425,434,334,73,50,291,78,62,47,299,100,133,418,101,52,341,102,152,189,74,330,408,171,300,1115,31,77,252,500,111,84,37,61,261,174,36,228,77,178,410,121,258,363,48,105,243,51 +0.95,119,81,272,646,243,49,168,91,259,63,266,96,92,212,67,346,455,72,110,563,293,144,361,378,60,81,275,763,41,97,179,44,83,727,334,42,159,215,237,226,157,209,125,45,74,256,402,244,163,139,67,625,86,236,285,284,130,236,244,120,258,131,72,30,93,110,217,75,608,459,148,262,99,196,308,97,136,202,55,196,141,55,40,230,302,419,41,71,187,36,35,222,171,405,148,47,498,510,149,93 +1.00,188,156,121,118,155,474,43,61,164,106,200,69,80,426,122,136,182,128,45,239,221,191,251,85,169,326,52,423,49,164,119,42,197,119,206,62,327,61,153,116,271,334,76,66,203,317,666,369,351,501,330,82,140,108,224,433,30,159,77,97,88,313,51,122,49,132,53,84,557,369,63,42,91,133,317,75,289,786,115,301,287,115,67,59,188,81,69,150,313,71,372,119,83,197,686,69,652,214,429,202 diff --git a/rawResults/convergenceSimpleNoJumpingSARSA099disc09LR.txt b/rawResults/convergenceSimpleNoJumpingSARSA099disc09LR.txt new file mode 100644 index 0000000..af7068f --- /dev/null +++ b/rawResults/convergenceSimpleNoJumpingSARSA099disc09LR.txt @@ -0,0 +1,21 @@ +#Same speed and distance; JUST DISTANCE. SARSA 0.99 discount, 0.9 Learning rate +0.05,139,65,1289,183,68,166,159,404,110,175,564,148,328,167,302,72,296,139,32,186,291,349,61,51,277,425,86,271,97,436,176,185,293,153,33,1012,398,56,188,151,71,107,148,85,172,89,56,614,1252,282,53,47,146,37,48,389,168,180,66,33,78,300,113,591,712,175,884,85,194,127,180,239,667,167,136,67,86,1253,303,126,85,361,206,214,581,134,89,55,372,199,182,308,84,87,140,269,527,63,24,64 +0.1,34,77,113,154,282,70,75,592,391,49,116,217,33,80,317,68,84,248,28,94,276,144,223,269,39,178,364,366,72,130,27,131,187,130,126,75,399,207,267,217,410,379,307,115,253,302,313,80,98,67,410,106,68,30,296,83,383,33,50,103,191,167,139,76,647,90,468,98,209,91,45,115,96,78,24,81,158,63,35,82,96,57,100,119,829,111,67,38,60,220,144,37,148,516,58,126,288,415,102,146 +0.15,172,181,101,220,338,54,328,136,193,302,786,117,45,41,57,27,230,293,49,354,149,190,47,223,75,41,143,110,59,577,163,329,169,572,58,96,451,208,51,50,172,67,287,98,104,22,146,520,315,344,110,275,52,30,110,36,28,584,557,186,142,211,75,126,316,60,484,73,178,83,151,61,305,293,164,156,190,136,70,107,113,81,36,28,207,35,121,25,127,655,146,86,74,114,152,582,232,29,138,123 +0.2,286,40,129,208,720,147,954,61,501,40,184,296,189,86,199,76,183,76,211,272,48,245,288,44,47,401,134,71,582,752,83,138,52,89,613,99,85,478,273,120,172,363,177,90,32,77,265,73,209,71,93,341,50,144,68,45,223,438,23,325,252,918,138,131,145,435,99,63,202,136,156,732,129,268,77,60,305,53,61,168,80,132,145,118,302,98,96,46,510,108,809,61,186,315,44,434,140,326,124,91 +0.25,230,35,146,370,354,81,50,332,79,95,376,120,279,199,535,41,54,236,56,49,399,535,40,42,157,130,130,60,307,103,51,371,405,356,175,48,244,31,24,42,815,231,170,28,611,114,104,399,75,56,39,113,43,113,287,158,106,98,140,129,221,170,437,222,395,62,34,79,603,514,143,196,128,70,97,281,60,203,237,150,139,102,198,316,54,338,92,105,59,517,47,423,42,104,301,65,38,85,838,113 +0.3,221,76,187,76,387,108,622,35,394,177,780,75,127,80,84,47,74,27,178,35,254,622,145,188,142,107,291,99,142,143,269,94,434,355,77,29,193,55,47,103,250,274,67,392,55,127,157,345,218,112,242,165,36,484,57,116,366,154,93,367,95,67,61,43,53,64,80,168,57,54,122,232,115,87,116,101,31,56,176,804,189,46,55,599,35,345,147,122,379,453,347,27,268,189,66,181,175,145,431,160 +0.35,172,102,60,59,56,56,82,63,83,127,74,36,109,31,154,75,1133,185,39,95,202,154,137,39,270,234,102,363,387,78,36,54,41,131,246,95,598,71,316,64,94,272,200,37,500,141,363,345,122,43,290,395,169,421,224,70,83,81,207,37,590,353,29,109,51,395,174,92,221,172,207,300,81,129,44,75,146,590,119,102,28,102,56,45,457,174,390,67,427,207,32,473,120,80,98,94,145,71,99,101 +0.40,52,35,102,283,172,145,390,54,370,192,195,124,82,480,858,46,72,132,83,238,104,170,56,92,299,345,206,30,25,31,85,123,41,611,48,160,135,195,89,57,161,331,93,248,128,56,80,221,275,319,122,110,338,156,204,244,123,528,165,345,24,469,67,70,95,72,61,83,104,46,74,44,55,54,157,61,59,406,98,677,205,266,279,58,49,485,56,233,39,178,372,370,55,86,69,888,25,35,126,267 +0.45,93,66,150,28,211,91,287,485,308,586,199,246,414,254,107,152,55,23,125,112,51,120,57,157,257,378,227,47,137,71,74,154,125,66,344,60,113,218,103,123,378,27,212,59,40,37,547,563,157,200,48,170,178,83,127,359,40,40,38,70,103,47,82,239,604,83,26,77,99,130,223,428,33,539,220,387,149,565,228,72,270,471,125,223,62,209,260,144,118,55,809,31,119,87,385,54,159,394,56,77 +0.50,126,118,320,131,45,99,140,67,97,40,285,265,350,80,159,218,49,301,97,91,57,116,92,306,344,78,69,68,134,255,392,127,556,721,88,44,75,102,90,300,125,28,66,317,193,44,436,51,27,72,76,299,163,77,131,92,447,48,383,152,38,559,152,25,250,50,76,63,140,616,163,133,117,86,165,70,99,295,161,104,97,250,30,251,259,177,118,39,140,108,111,142,253,191,46,37,94,120,143,154 +0.55,121,89,205,60,218,43,124,53,114,133,82,68,214,112,247,232,39,197,301,88,412,104,84,38,105,747,39,172,211,362,85,95,101,475,27,190,126,174,134,493,97,65,805,259,57,63,324,20,41,264,30,246,270,29,305,146,142,26,122,72,91,313,168,98,322,59,202,97,35,137,70,99,195,54,55,196,284,59,755,31,545,26,26,109,306,263,69,297,249,55,100,69,98,356,156,133,88,148,85,404 +0.60,147,308,67,43,55,84,68,184,143,37,57,49,25,50,76,114,32,233,121,113,232,39,113,81,134,59,41,249,546,62,68,182,93,71,48,177,178,241,218,206,103,108,394,121,329,209,36,446,159,441,128,37,85,331,75,208,72,98,167,160,518,185,58,374,99,175,642,302,99,76,171,91,45,42,62,92,266,614,23,86,225,81,201,164,367,30,70,107,66,40,78,73,264,130,70,179,25,810,475,388 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+0.75,469,81,88,28,119,34,88,50,165,316,275,377,112,65,322,364,214,228,192,43,235,181,65,78,23,88,21,156,233,135,174,513,211,392,123,497,265,125,108,52,241,28,415,401,78,70,239,99,29,514,144,241,90,539,179,182,38,64,82,142,199,111,123,78,57,33,64,151,264,79,28,196,58,160,272,290,278,157,203,53,163,462,68,94,33,31,37,467,168,183,86,30,35,81,252,34,42,55,116,237 +0.80,498,91,74,178,387,26,137,31,198,97,262,19,33,229,72,365,359,39,175,158,102,33,98,29,452,250,478,31,181,109,52,204,81,171,30,48,81,61,71,152,269,258,272,54,120,32,52,165,286,415,138,237,72,195,74,337,115,474,114,55,778,43,593,147,36,160,83,114,537,507,62,86,222,72,656,117,22,519,295,76,64,205,201,180,238,689,252,90,488,36,145,115,25,28,381,320,228,78,173,70 +0.85,41,482,22,142,347,43,200,549,205,88,261,204,267,88,36,502,47,297,47,57,94,92,69,60,400,546,88,87,153,216,89,523,209,129,63,205,155,46,20,278,125,51,109,74,44,297,243,140,166,134,638,29,119,56,94,207,275,127,317,392,192,101,346,117,57,179,126,127,37,28,60,73,64,33,70,276,47,129,139,48,67,34,280,282,44,25,310,323,144,52,245,125,218,70,40,61,28,178,267,32 +0.90,593,114,69,302,774,162,183,203,234,241,140,446,113,405,749,176,267,326,125,265,53,121,271,129,140,47,68,206,42,62,259,287,69,419,90,83,163,214,140,597,194,95,71,223,170,64,60,88,196,209,81,399,24,137,241,340,133,336,334,33,220,42,136,232,508,35,260,47,25,109,77,66,59,271,303,122,62,160,610,328,312,75,320,373,112,196,439,167,280,301,26,432,35,184,234,35,76,518,59,143 +0.95,315,359,88,31,180,113,93,127,190,132,34,51,55,60,205,102,23,87,44,299,396,39,158,320,74,137,86,73,321,164,355,411,273,432,64,73,160,222,241,362,454,198,339,99,182,148,43,80,62,81,205,37,22,354,67,337,312,272,63,60,54,84,115,78,105,147,42,516,423,21,121,640,284,53,373,156,141,150,93,49,268,579,69,61,91,195,394,150,25,247,486,197,51,25,110,401,425,159,36,42 +1.00,307,216,114,142,214,337,393,174,742,202,86,42,615,232,120,117,119,172,62,177,37,90,292,461,25,555,88,61,116,644,34,26,128,76,495,76,79,77,166,279,163,51,249,26,235,94,189,714,120,189,253,323,44,20,77,145,294,143,88,184,473,47,170,33,170,137,282,158,224,98,344,57,280,98,90,25,233,88,123,116,73,198,49,51,434,58,152,257,141,92,274,53,34,235,124,470,64,62,128,85 diff --git a/rawResults/convergenceSimpleQ099Disc09LRSameRewardsAsMC.txt b/rawResults/convergenceSimpleQ099Disc09LRSameRewardsAsMC.txt new file mode 100644 index 0000000..a424251 --- /dev/null +++ b/rawResults/convergenceSimpleQ099Disc09LRSameRewardsAsMC.txt @@ -0,0 +1,21 @@ +# +1 per timestamp, +0 when hitting the obstacle +0.05,535,758,409,1216,645,505,435,689,341,1094,824,971,1329,829,998,548,74,1163,567,533,876,658,636,957,1155,345,487,1454,900,928,1058,1433,411,1126,739,335,1232,329,479,544,1254,80,498,482,710,1211,443,362,134,1,492,750,548,489,383,407,402,915,641,1649,1074,325,836,775,711,841,815,356,386,903,1241,576,1929,398,1525,888,1114,1399,508,452,674,811,598,535,195,1088,970,609,1224,571,861,738,228,293,855,757,684,260,1356,1193 +0.1,1049,372,1008,341,227,349,490,672,486,510,199,460,612,734,448,658,331,431,508,476,522,693,812,129,305,354,324,901,256,142,24,544,291,313,1118,286,321,290,65,270,363,388,733,422,501,1972,889,23,276,375,369,274,316,1089,417,523,89,331,385,897,673,402,812,699,437,646,66,638,524,602,20,403,285,544,318,565,393,468,456,445,855,479,220,265,625,1181,367,587,132,442,1085,644,637,396,509,448,564,326,389,386 +0.15,67,332,566,311,655,141,453,170,474,210,530,574,434,191,417,257,668,342,288,502,138,450,302,110,586,78,552,439,349,151,118,128,374,567,306,543,1342,976,443,394,311,94,136,775,387,56,43,202,495,430,426,364,886,94,546,200,201,463,345,1241,61,61,396,954,304,188,285,282,102,27,52,93,269,725,871,760,396,446,278,316,127,486,997,257,202,281,369,401,310,467,230,20,537,329,217,12,507,914,485,491 +0.2,99,688,135,569,157,61,70,191,192,610,234,725,523,388,423,48,524,86,112,80,631,803,176,859,261,469,150,50,16,1064,392,678,591,419,161,81,192,555,408,453,464,113,357,111,669,371,413,360,1062,638,447,102,59,167,304,511,88,378,28,445,424,492,4,22,549,189,171,328,453,382,99,982,546,967,1072,625,491,387,71,585,315,47,703,483,539,449,523,259,22,58,226,333,18,531,1041,302,149,20,41,392 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+0.55,422,298,610,76,44,270,18,17,262,203,172,345,32,71,16,24,464,463,190,417,106,989,45,62,11,58,303,118,245,330,155,10,7,38,121,362,340,312,348,32,564,47,391,223,436,394,736,456,32,111,636,317,281,285,80,128,735,263,29,122,930,32,11,123,864,340,537,978,20,146,105,137,45,502,37,242,98,12,538,634,277,39,133,80,155,55,359,258,151,328,135,221,227,615,250,366,316,28,152,499 +0.60,331,306,641,300,150,671,103,298,562,35,374,229,223,596,110,436,960,35,356,211,198,137,355,343,15,336,468,490,377,385,13,339,54,33,213,122,45,269,230,223,160,36,274,624,701,221,90,312,142,79,145,50,371,70,50,735,89,1419,567,1321,165,467,11,311,87,442,276,87,298,30,948,277,100,596,487,387,89,535,8,455,569,199,29,25,368,51,14,140,30,425,454,691,545,168,85,76,202,111,734,22 +0.65,455,45,157,387,631,271,277,288,220,783,465,122,69,186,320,52,187,36,1082,836,309,153,143,7,171,146,156,278,42,200,496,598,30,276,304,398,205,309,363,137,213,161,582,21,185,268,164,404,642,255,737,91,91,124,408,262,385,414,220,80,140,378,344,44,823,198,365,585,177,590,196,356,64,264,17,247,173,194,8,76,204,644,29,459,411,54,357,22,316,80,44,19,61,33,427,416,142,40,272,388 +0.70,510,278,354,70,50,889,416,388,16,331,18,528,437,50,222,214,412,232,484,488,277,299,350,81,7,122,240,201,316,198,142,148,932,24,798,172,437,960,58,19,458,241,29,431,140,555,186,12,253,81,206,84,539,859,127,516,106,51,223,396,294,429,51,227,159,298,538,273,666,218,967,525,107,313,1155,249,404,166,358,1155,415,118,27,59,226,94,402,487,125,42,53,131,280,127,25,42,160,470,196,289 +0.75,78,77,523,19,266,228,134,215,47,259,177,310,284,316,391,594,95,82,657,333,733,43,495,72,266,456,28,537,249,123,582,71,142,86,12,354,336,69,415,96,852,237,115,103,62,161,187,181,282,248,205,7,205,617,622,143,422,32,87,556,219,140,142,82,141,30,37,142,755,436,356,266,114,805,259,215,12,40,86,17,262,188,117,101,348,63,234,448,432,361,673,740,562,301,36,353,49,135,109,255 +0.80,423,66,156,68,324,13,151,392,446,202,815,26,389,189,91,266,52,54,59,173,258,425,33,225,409,473,25,229,150,134,78,132,75,384,192,119,271,296,105,71,351,167,83,249,362,114,479,206,277,44,308,7,163,421,333,420,460,55,725,46,625,32,68,82,341,6,93,105,191,32,1247,40,56,102,428,56,45,54,374,208,180,511,121,484,111,593,97,88,75,5,219,361,27,389,122,131,217,311,238,426 +0.85,236,714,55,107,182,68,489,191,298,110,600,406,393,557,216,641,187,327,650,1056,941,656,826,133,25,189,100,783,12,345,391,509,271,340,278,17,302,382,41,83,447,154,109,90,472,517,405,253,72,142,398,7,473,81,478,224,592,223,232,436,493,116,5,257,207,51,113,41,400,36,84,54,482,107,240,130,169,239,97,106,245,359,665,208,358,63,533,183,454,5,131,481,27,226,353,8,548,693,358,271 +0.90,378,865,55,548,257,144,20,45,218,213,649,87,491,315,118,70,329,441,242,344,374,92,100,243,488,337,336,226,290,499,94,97,224,611,257,372,623,147,34,208,278,63,102,242,285,292,328,128,430,334,307,217,546,103,373,188,502,76,266,134,240,85,5,107,367,37,316,102,329,366,569,295,414,41,537,407,526,72,274,261,39,522,82,370,171,262,62,356,295,5,380,193,80,1136,291,42,136,107,62,82 +0.95,279,494,223,109,144,237,301,224,367,367,109,93,105,869,74,283,493,721,179,37,61,327,313,83,246,731,50,311,142,314,872,458,184,270,821,285,239,44,157,182,115,132,177,201,28,130,433,89,146,330,79,140,321,31,78,362,89,471,449,329,153,42,634,38,49,177,493,200,159,32,75,690,157,85,158,155,185,286,66,31,137,159,386,756,49,113,440,556,222,461,223,945,30,148,116,227,222,54,303,1 +1.00,936,404,566,183,124,259,143,295,140,409,244,302,392,72,904,461,6,68,726,148,207,871,175,109,174,199,388,160,167,392,255,214,496,223,8,756,326,96,274,674,499,299,401,21,6,48,322,149,549,355,540,399,709,87,99,240,211,50,418,299,555,249,262,654,250,451,327,51,305,134,476,196,285,265,15,161,61,587,287,182,135,773,41,592,53,868,283,9,316,416,451,151,201,267,55,551,847,156,454,1 diff --git a/rawResults/convergenceSimpleQ099Disc09LRSameRewardsAsMCMinus1DefaultValue.txt b/rawResults/convergenceSimpleQ099Disc09LRSameRewardsAsMCMinus1DefaultValue.txt new file mode 100644 index 0000000..0b0b3de --- /dev/null +++ b/rawResults/convergenceSimpleQ099Disc09LRSameRewardsAsMCMinus1DefaultValue.txt @@ -0,0 +1,21 @@ +#integer max value +0.05,743,86,164,2,53,123,1408,78,1590,14,422,60,613,282,1371,926,421,740,730,267,27,596,942,616,139,596,241,708,973,1914,118,133,187,50,121,547,609,1259,79,170,169,192,1025,1248,668,106,384,114,348,958,1476,225,68,583,908,171,443,260,160,90,115,75,363,196,119,1453,250,351,119,133,14,1017,495,499,17,534,528,499,263,271,72,535,1172,356,324,330,73,160,153,237,313,940,55,787,177,711,8,908,172,340 +0.1,161,647,1709,2,295,115,7,16,253,79,851,769,253,53,524,501,173,972,282,69,191,351,35,211,46,600,414,377,817,144,232,550,244,268,33,349,70,475,244,50,179,297,101,416,314,80,464,60,21,156,56,359,71,356,302,120,57,424,666,438,83,563,354,212,329,895,161,254,427,69,606,244,490,829,106,35,16,472,94,27,337,84,203,345,68,259,1353,576,33,226,278,15,502,188,432,276,240,35,141,429 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Distance and inJump SARSA; 0.99discount factor 0.9 learning rate +0.05,51,48,43,43,34,47,41,38,41,38,57,35,37,33,37,39,36,36,43,37,40,37,48,36,41,37,38,44,49,42,41,37,38,36,37,43,40,41,46,32,40,54,44,39,42,34,44,36,40,60,34,45,40,42,40,41,36,43,41,36,41,36,54,38,34,42,42,36,41,34,43,36,45,39,37,51,40,42,41,37,39,35,39,34,41,38,65,37,35,39,39,41,47,40,53,39,33,38,40,34 +0.1,44,39,48,58,40,40,35,39,48,46,40,39,35,45,45,41,46,44,43,50,46,43,47,42,47,45,41,39,46,43,41,37,40,46,39,47,41,41,38,37,36,46,41,42,47,35,38,45,44,44,38,44,44,37,47,38,36,44,41,43,43,41,42,47,42,41,44,36,36,35,44,44,38,39,35,43,38,40,48,41,41,33,46,35,40,41,44,46,52,41,39,42,50,36,40,50,40,71,42,41 +0.15,41,41,66,38,41,44,42,67,53,37,54,47,40,35,45,42,48,40,44,47,59,45,42,39,34,47,44,88,68,49,48,41,42,41,38,41,36,52,41,68,37,45,56,39,47,39,40,57,42,34,46,49,42,39,39,42,42,49,50,42,40,50,58,39,48,37,42,37,36,44,50,42,44,44,39,44,47,51,42,45,57,37,38,56,48,48,36,40,45,44,38,50,42,37,40,50,38,66,39,39 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b/rawResults/totalTimestampsNeededForFoodDiffDiscounts.txt @@ -0,0 +1,9 @@ +# timestamp needed for x*1000 collected food; Discount factor for rows: 0.05, 0.1, 0.3, 0.5, 0.7, 0.9, 0.95, 0.99 +103856,152357,201640,245789,290299,332701,377803,419699,462803,503563,544563,583697,630453,674735,720569,765511,806589,850249,893061,934733,978755,1019951,1062057,1103441,1145615,1188351,1234143,1277625,1325757,1369897 +86806,119125,148442,174952,200616,224964,249958,273930,298390,322642,346770,370528,395712,420584,445870,470226,494548,518810,543070,567516,592404,616706,641572,665808,690356,715222,741116,765988,792200,816832 +81070,112021,138091,162895,186091,208761,232135,254523,277189,299965,322397,344691,368009,391027,414467,437437,459939,482715,505407,527789,550967,573899,596997,619723,642307,665369,688917,711741,735413,758143 +92436,122398,148442,172907,196103,218773,242147,264535,287201,309977,332409,354703,378021,401039,424479,447449,469951,492727,515419,537801,560979,583911,607009,629735,652319,675381,698929,721753,745425,768155 +120381,150374,176528,201046,224242,246912,270286,292674,315340,338116,360548,382842,406160,429178,452618,475588,498090,520866,543558,565940,589118,612050,635148,657874,680458,703520,727068,749892,773564,796294 +281911,319095,347920,374727,398147,421165,444593,467024,489742,512544,534988,557340,580754,603785,627233,650203,672711,695493,718191,740582,763766,786702,809804,832540,855124,878186,901736,924571,948245,970983 +536914,591119,634038,667263,693572,716643,740356,762956,785631,808441,830919,853232,876907,900157,923758,946822,969421,992287,1015599,1038190,1061385,1084935,1108289,1131024,1153628,1176694,1200243,1223097,1246795,1269555 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