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20192023
most citedQ-learning with UCB Exploration is Sample Efficient for Infinite-Horizon MDP

32 citations · 55 across the 10 of their papers we have counts for

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cs.LG2023

Model-based Offline Reinforcement Learning with Local Misspecification

Kefan Dong, Yannis Flet-Berliac, Allen Nie +1

We present a model-based offline reinforcement learning policy performance lower bound that explicitly captures dynamics model misspecification and distribution mismatch and we pro…