SOTAVerified

Offline RL

Papers

Showing 111120 of 755 papers

TitleStatusHype
A Minimalist Approach to Offline Reinforcement LearningCode1
Conservative Offline Distributional Reinforcement LearningCode1
Conservative Q-Learning for Offline Reinforcement LearningCode1
Zero-Shot Reinforcement Learning from Low Quality DataCode1
Reliable Conditioning of Behavioral Cloning for Offline Reinforcement LearningCode1
Consistency Models as a Rich and Efficient Policy Class for Reinforcement LearningCode1
Constraint-Adaptive Policy Switching for Offline Safe Reinforcement LearningCode1
Generating Code World Models with Large Language Models Guided by Monte Carlo Tree SearchCode1
Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive RecommendationCode1
In-Dataset Trajectory Return Regularization for Offline Preference-based Reinforcement LearningCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KFCAverage Reward81.8Unverified
2ADMPOAverage Reward81Unverified
3Decision Transformer (DT)Average Reward73.5Unverified
#ModelMetricClaimedVerifiedStatus
1ParPID4RL Normalized Score151.4Unverified