SOTAVerified

Offline RL

Papers

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Showing 221–230 of 755 papers

TitleStatusHype
Uncertainty Estimation Using Riemannian Model~Dynamics for Offline Reinforcement Learning—0
GenPO: Generative Diffusion Models Meet On-Policy Reinforcement Learning—0
ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles—0
Environment Transformer and Policy Optimization for Model-Based Offline Reinforcement Learning—0
Confidence-Conditioned Value Functions for Offline Reinforcement Learning—0
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
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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