SOTAVerified

Offline RL

Papers

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Showing 641–650 of 755 papers

TitleStatusHype
Real-World Fluid Directed Rigid Body Control via Deep Reinforcement Learning—0
Real-World Offline Reinforcement Learning from Vision Language Model Feedback—0
Offline Minimax Soft-Q-learning Under Realizability and Partial Coverage—0
Regularized Behavior Value Estimation—0
Reinforced Self-Training (ReST) for Language Modeling—0
Reinforcement Learning: An Overview—0
Reinforcement Learning-based Recommender Systems with Large Language Models for State Reward and Action Modeling—0
Reinforcement Learning for Individual Optimal Policy from Heterogeneous Data—0
Reinforcement Learning with Human Feedback: Learning Dynamic Choices via Pessimism—0
Reliable validation of Reinforcement Learning Benchmarks—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