Efficient Reinforcement Learning in Deterministic Systems with Value Function Generalization

Zheng Wen, Benjamin Van Roy

We consider the problem of reinforcement learning over episodes of a finite-horizon deterministic system and as a solution propose optimistic constraint propagation (OCP), an algor…