SOTAVerified

Offline RL

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 421–430 of 755 papers

TitleStatusHype
End-to-End Offline Goal-Oriented Dialog Policy Learning via Policy Gradient—0
End-to-end Offline Reinforcement Learning for Glycemia Control—0
Energy-Weighted Flow Matching for Offline Reinforcement Learning—0
Enhanced DACER Algorithm with High Diffusion Efficiency—0
Enhancing Cross-domain Pre-Trained Decision Transformers with Adaptive Attention—0
Enhancing Offline Model-Based RL via Active Model Selection: A Bayesian Optimization Perspective—0
Enhancing Pre-Trained Decision Transformers with Prompt-Tuning Bandits—0
Enhancing Reinforcement Learning Through Guided Search—0
ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles—0
Ensemble Successor Representations for Task Generalization in Offline-to-Online 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