Non-Stationary Markov Decision Processes, a Worst-Case Approach using Model-Based Reinforcement Learning

Erwan Lecarpentier, Emmanuel Rachelson

Neural Information Processing Systems 

This work tackles the problem of robust planning in non-stationary stochastic environments.

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