add Every-Visit Monte-Carlo

2020-04-02 17:13:51 +02:00
parent 740289ee2b
commit 9a3452ff9c
4 changed files with 52 additions and 48 deletions
@@ -51,7 +51,11 @@ public class RLController<A extends Enum> implements LearningListener {
            case MC_CONTROL_FIRST_VISIT:
                learning = new MonteCarloControlFirstVisitEGreedy<>(environment, discreteActionSpace, discountFactor, epsilon, delay);
                break;
-            case SARSA_EPISODIC:
+            case MC_CONTROL_EVERY_VISIT:
+                learning = new MonteCarloControlFirstVisitEGreedy<>(environment, discreteActionSpace, discountFactor, epsilon, delay, true);
+                break;
+
+            case SARSA_ON_POLICY_CONTROL:
                learning = new SARSA<>(environment, discreteActionSpace, discountFactor, epsilon, learningRate, delay);
                break;
            case Q_LEARNING_OFF_POLICY_CONTROL: