Search Results for author: Aayam Shrestha

Found 1 papers, 1 papers with code

DeepAveragers: Offline Reinforcement Learning by Solving Derived Non-Parametric MDPs

2 code implementations ICLR 2021 Aayam Shrestha, Stefan Lee, Prasad Tadepalli, Alan Fern

We study an approach to offline reinforcement learning (RL) based on optimally solving finitely-represented MDPs derived from a static dataset of experience.

Offline RL reinforcement-learning +1

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