Update index.html

index.html

@@ -322,15 +322,15 @@ class ReinforcementModule {
   constructor(network, options = {}) {
     this.network = network;
     this.options = {
-      memorySize: options.memorySize || 1000,
+      memorySize: options.memorySize || 10000,
       batchSize: options.batchSize || 16,
       learningRate: options.learningRate || 0.01,
       gamma: options.gamma || 0.9,
       epsilon: options.epsilon || 1,
       epsilonMin: options.epsilonMin || 0.01,
       epsilonDecay: options.epsilonDecay || 0.95,
-      weightUpdateRange: options.weightUpdateRange || 0.01,
-      actionSpace: options.actionSpace || 1024,
+      weightUpdateRange: options.weightUpdateRange || 0.05,
+      actionSpace: options.actionSpace || 2048,
       memoryLayerSize: options.memoryLayerSize || 128,
       predictionHorizon: options.predictionHorizon || 1024,
       memoryCellDecay: options.memoryCellDecay || 0.9