Evolutionary Algorithms for Reinforcement Learning

J. J. Grefenstette, D. E. Moriarty, A. C. Schultz

There are two distinct approaches to solving reinforcement learning problems, namely, searching in value function space and searching in policy space. Temporal difference methods a…