SOTAVerified

Offline RL

Papers

Showing 281290 of 755 papers

TitleStatusHype
The Generalization Gap in Offline Reinforcement LearningCode1
MICRO: Model-Based Offline Reinforcement Learning with a Conservative Bellman OperatorCode0
Model-Based Epistemic Variance of Values for Risk-Aware Policy Optimization0
Evaluation of Active Feature Acquisition Methods for Static Feature Settings0
Diffused Task-Agnostic Milestone Planner0
H-GAP: Humanoid Control with a Generalist Planner0
SCOPE-RL: A Python Library for Offline Reinforcement Learning and Off-Policy EvaluationCode1
Is Inverse Reinforcement Learning Harder than Standard Reinforcement Learning? A Theoretical Perspective0
Self-Driving Telescopes: Autonomous Scheduling of Astronomical Observation Campaigns with Offline Reinforcement Learning0
A Fully Data-Driven Approach for Realistic Traffic Signal Control Using Offline Reinforcement Learning0
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Benchmark Results

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