SOTAVerified

Offline RL

Papers

Showing 276300 of 755 papers

TitleStatusHype
A Strong Baseline for Batch Imitation Learning0
Causal prompting model-based offline reinforcement learning0
DOMAIN: MilDly COnservative Model-BAsed OfflINe Reinforcement Learning0
Domain Generalization for Robust Model-Based Offline Reinforcement Learning0
Prior-Guided Diffusion Planning for Offline Reinforcement Learning0
Large-Scale Retrieval for Reinforcement Learning0
Launchpad: Learning to Schedule Using Offline and Online RL Methods0
Learning Pseudometric-based Action Representations for Offline Reinforcement Learning0
Leveraging Offline Data in Online Reinforcement Learning0
Domain Adaptation for Offline Reinforcement Learning with Limited Samples0
Can Offline Reinforcement Learning Help Natural Language Understanding?0
Diverse Transformer Decoding for Offline Reinforcement Learning Using Financial Algorithmic Approaches0
Distributionally Robust Offline Reinforcement Learning with Linear Function Approximation0
Enhancing Video Analytics Accuracy via Real-time Automated Camera Parameter Tuning0
Distributionally Robust Model-Based Offline Reinforcement Learning with Near-Optimal Sample Complexity0
Discovering Multiple Solutions from a Single Task in Offline Reinforcement Learning0
Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains0
A Simple Unified Uncertainty-Guided Framework for Offline-to-Online Reinforcement Learning0
Advancing RAN Slicing with Offline Reinforcement Learning0
ARMOR: A Model-based Framework for Improving Arbitrary Baseline Policies with Offline Data0
Diffusion Self-Weighted Guidance for Offline Reinforcement Learning0
Diffusion Policies for Out-of-Distribution Generalization in Offline Reinforcement Learning0
Budgeting Counterfactual for Offline RL0
A Dual Approach to Imitation Learning from Observations with Offline Datasets0
Bridging the Gap Between Offline and Online Reinforcement Learning Evaluation Methodologies0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KFCAverage Reward81.8Unverified
2ADMPOAverage Reward81Unverified
3Decision Transformer (DT)Average Reward73.5Unverified
#ModelMetricClaimedVerifiedStatus
1ParPID4RL Normalized Score151.4Unverified