Learning classifier system equivalent with reinforcement learning with function approximation

We present an experimental comparison of the reinforcement process between Learning Classifier System (LCS) and Reinforcement Learning (RL) with function approximation (FA) method, regarding their generalization mechanisms. To validate our previous theoretical analysis that derived equivalence of reinforcement process between LCS and RL, we introduce a… CONTINUE READING