SOTAVerified

Offline RL

Papers

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Showing 231–240 of 755 papers

TitleStatusHype
Enhancing Reinforcement Learning Through Guided Search—0
Enhancing Pre-Trained Decision Transformers with Prompt-Tuning Bandits—0
A Validation Tool for Designing Reinforcement Learning Environments—0
Automatic Trade-off Adaptation in Offline RL—0
Enhancing Offline Model-Based RL via Active Model Selection: A Bayesian Optimization Perspective—0
A Tractable Inference Perspective of Offline RL—0
Enhancing Cross-domain Pre-Trained Decision Transformers with Adaptive Attention—0
Constraints Penalized Q-learning for Safe Offline Reinforcement Learning—0
Enhanced DACER Algorithm with High Diffusion Efficiency—0
Energy-Weighted Flow Matching for Offline Reinforcement Learning—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