SOTAVerified

Offline RL

Papers

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Showing 426–450 of 755 papers

TitleStatusHype
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
Environment Transformer and Policy Optimization for Model-Based Offline Reinforcement Learning—0
Equivariant Data Augmentation for Generalization in Offline Reinforcement Learning—0
Equivariant Offline Reinforcement Learning—0
Evaluation of Active Feature Acquisition Methods for Static Feature Settings—0
Evaluation-Time Policy Switching for Offline Reinforcement Learning—0
Exclusively Penalized Q-learning for Offline Reinforcement Learning—0
Exploiting Generalization in Offline Reinforcement Learning via Unseen State Augmentations—0
Exploring the Potential of Offline RL for Reasoning in LLMs: A Preliminary Study—0
A Tractable Inference Perspective of Offline RL—0
Feasibility-Aware Pessimistic Estimation: Toward Long-Horizon Safety in Offline RL—0
Federated Offline Reinforcement Learning—0
Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices—0
Fighting Uncertainty with Gradients: Offline Reinforcement Learning via Diffusion Score Matching—0
Finer Behavioral Foundation Models via Auto-Regressive Features and Advantage Weighting—0
Finetuning from Offline Reinforcement Learning: Challenges, Trade-offs and Practical Solutions—0
Finetuning Offline World Models in the Real World—0
Flexible Blood Glucose Control: Offline Reinforcement Learning from Human Feedback—0
Flow-Based Single-Step Completion for Efficient and Expressive Policy Learning—0
FOSP: Fine-tuning Offline Safe Policy through World Models—0
From Novelty to Imitation: Self-Distilled Rewards 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