A General Markov Decision Process Framework for Directly Learning Optimal Control Policies

Yingdong Lu, Mark S. Squillante, Chai Wah Wu

We consider a new form of reinforcement learning (RL) that is based on opportunities to directly learn the optimal control policy and a general Markov decision process (MDP) framew…