SOTAVerified

Offline RL

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 501–525 of 755 papers

TitleStatusHype
Boosting Offline Reinforcement Learning for Autonomous Driving with Hierarchical Latent Skills—0
Boosting Offline Reinforcement Learning via Data Rebalancing—0
Boosting Offline Reinforcement Learning with Residual Generative Modeling—0
Bootstrapped Transformer for Offline Reinforcement Learning—0
BRAC+: Going Deeper with Behavior Regularized Offline Reinforcement Learning—0
Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism—0
Bridging the Gap Between Offline and Online Reinforcement Learning Evaluation Methodologies—0
Budgeting Counterfactual for Offline RL—0
Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains—0
Enhancing Video Analytics Accuracy via Real-time Automated Camera Parameter Tuning—0
Can Offline Reinforcement Learning Help Natural Language Understanding?—0
Causal prompting model-based offline reinforcement learning—0
CDSA: Conservative Denoising Score-based Algorithm for Offline Reinforcement Learning—0
Optimal Uniform OPE and Model-based Offline Reinforcement Learning in Time-Homogeneous, Reward-Free and Task-Agnostic Settings—0
ChiPFormer: Transferable Chip Placement via Offline Decision Transformer—0
CLUE: Calibrated Latent Guidance for Offline Reinforcement Learning—0
ComaDICE: Offline Cooperative Multi-Agent Reinforcement Learning with Stationary Distribution Shift Regularization—0
Comparing Model-free and Model-based Algorithms for Offline Reinforcement Learning—0
Confidence-Conditioned Value Functions for Offline Reinforcement Learning—0
Conservative Data Sharing for Multi-Task Offline Reinforcement Learning—0
Constraints Penalized Q-learning for Safe Offline Reinforcement Learning—0
Context-Former: Stitching via Latent Conditioned Sequence Modeling—0
Contextual Transformer for Offline Meta Reinforcement Learning—0
Contrastive Diffuser: Planning Towards High Return States via Contrastive Learning—0
Contrastive Learning as Goal-Conditioned 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