SOTAVerified

Offline RL

Papers

Showing 1120 of 755 papers

TitleStatusHype
A Simulation Benchmark for Autonomous Racing with Large-Scale Human DataCode2
Dungeons and Data: A Large-Scale NetHack DatasetCode2
Diffusion Policies as an Expressive Policy Class for Offline Reinforcement LearningCode2
Flowformer: Linearizing Transformers with Conservation FlowsCode2
Challenges and Opportunities in Offline Reinforcement Learning from Visual ObservationsCode2
Deep Generative Models for Offline Policy Learning: Tutorial, Survey, and Perspectives on Future DirectionsCode2
Any-step Dynamics Model Improves Future Predictions for Online and Offline Reinforcement LearningCode2
D4RL: Datasets for Deep Data-Driven Reinforcement LearningCode2
AlphaStar Unplugged: Large-Scale Offline Reinforcement LearningCode2
CHAI: A CHatbot AI for Task-Oriented Dialogue with Offline Reinforcement LearningCode2
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Benchmark Results

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