SOTAVerified

Offline RL

Papers

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Showing 541–550 of 755 papers

TitleStatusHype
DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning—0
Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding—0
Deploying Offline Reinforcement Learning with Human Feedback—0
Design from Policies: Conservative Test-Time Adaptation for Offline Policy Optimization—0
Development and Validation of Heparin Dosing Policies Using an Offline Reinforcement Learning Algorithm—0
Dialogue Evaluation with Offline Reinforcement Learning—0
DIAR: Diffusion-model-guided Implicit Q-learning with Adaptive Revaluation—0
DiffPoGAN: Diffusion Policies with Generative Adversarial Networks for Offline Reinforcement Learning—0
DiffStitch: Boosting Offline Reinforcement Learning with Diffusion-based Trajectory Stitching—0
Diffused Task-Agnostic Milestone Planner—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