conftrace_

partial coverage

3 papers

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Co-occurring keywords

offline reinforcement learning (492) average-reward mdp (10) robust mdp (12) model-based policy optimization (1) double pessimism (1) linear mdp (34) distributionally robust (14) covariate shift (157) behavior cloning (99) primal-dual optimization (49)

Papers

Offline Primal-Dual Reinforcement Learning for Linear MDPs AISTATS 2024
Double Pessimism is Provably Efficient for Distributionally Robust Offline Reinforcement Learning: Generic Algorithm and Robust Partial Coverage NIPS 2023
Mitigating Covariate Shift in Imitation Learning via Offline Data With Partial Coverage NIPS 2021