SOTAVerified

Offline RL

Papers

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Showing 351–360 of 755 papers

TitleStatusHype
Large-Scale Retrieval for Reinforcement Learning—0
Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding—0
Bi-Level Offline Policy Optimization with Limited Exploration—0
Multi-Objective Decision Transformers for Offline Reinforcement Learning—0
Near-Optimal Offline Reinforcement Learning via Double Variance Reduction—0
Minimax-Optimal Reward-Agnostic Exploration in Reinforcement Learning—0
Offline Actor-Critic Reinforcement Learning Scales to Large Models—0
Large Language Model driven Policy Exploration for Recommender Systems—0
Model-Based Offline Planning—0
Language-Conditioned Offline RL for Multi-Robot Navigation—0
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All datasetsD4RLWalker2d

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KFCAverage Reward81.8—Unverified
2ADMPOAverage Reward81—Unverified
3Decision Transformer (DT)Average Reward73.5—Unverified
#ModelMetricClaimedVerifiedStatus
1ParPID4RL Normalized Score151.4—Unverified