Actor-Critic based Improper Reinforcement Learning

Mohammadi Zaki, Avinash Mohan, Aditya Gopalan +1

We consider an improper reinforcement learning setting where a learner is given $M$ base controllers for an unknown Markov decision process, and wishes to combine them optimally to…