Nearly Optimal Latent State Decoding in Block MDPs

Yassir Jedra, Junghyun Lee, Alexandre Proutière +1

We investigate the problems of model estimation and reward-free learning in episodic Block MDPs. In these MDPs, the decision maker has access to rich observations or contexts gener…