SOTAVerified

Offline RL

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 301–325 of 755 papers

TitleStatusHype
Learning to Control Autonomous Fleets from Observation via Offline Reinforcement LearningCode0
Learning to Trust Bellman Updates: Selective State-Adaptive Regularization for Offline RLCode0
From Novelty to Imitation: Self-Distilled Rewards for Offline Reinforcement Learning—0
FOSP: Fine-tuning Offline Safe Policy through World Models—0
Contrastive Value Learning: Implicit Models for Simple Offline RL—0
Behavioral Entropy-Guided Dataset Generation for Offline Reinforcement Learning—0
Flow-Based Single-Step Completion for Efficient and Expressive Policy Learning—0
Flexible Blood Glucose Control: Offline Reinforcement Learning from Human Feedback—0
Contrastive Learning as Goal-Conditioned Reinforcement Learning—0
BECAUSE: Bilinear Causal Representation for Generalizable Offline Model-based Reinforcement Learning—0
Finetuning Offline World Models in the Real World—0
Finetuning from Offline Reinforcement Learning: Challenges, Trade-offs and Practical Solutions—0
Contrastive Diffuser: Planning Towards High Return States via Contrastive Learning—0
Finer Behavioral Foundation Models via Auto-Regressive Features and Advantage Weighting—0
Fighting Uncertainty with Gradients: Offline Reinforcement Learning via Diffusion Score Matching—0
BCRLSP: An Offline Reinforcement Learning Framework for Sequential Targeted Promotion—0
Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices—0
Federated Offline Reinforcement Learning—0
Contextual Transformer for Offline Meta Reinforcement Learning—0
Feasibility-Aware Pessimistic Estimation: Toward Long-Horizon Safety in Offline RL—0
Context-Former: Stitching via Latent Conditioned Sequence Modeling—0
Bayesian Reparameterization of Reward-Conditioned Reinforcement Learning with Energy-based Models—0
AdaCred: Adaptive Causal Decision Transformers with Feature Crediting—0
A Tractable Inference Perspective of Offline RL—0
Exploring the Potential of Offline RL for Reasoning in LLMs: A Preliminary Study—0
Show:102550
← PrevPage 13 of 31Next →
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