SOTAVerified

Offline RL

Papers

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Showing 361–370 of 755 papers

TitleStatusHype
Diffusion Self-Weighted Guidance for Offline Reinforcement Learning—0
A Dual Approach to Imitation Learning from Observations with Offline Datasets—0
Language-Conditioned Offline RL for Multi-Robot Navigation—0
Model-Based Offline Reinforcement Learning with Adversarial Data Augmentation—0
DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning—0
Koopman Q-learning: Offline Reinforcement Learning via Symmetries of Dynamics—0
Know Your Boundaries: The Necessity of Explicit Behavioral Cloning in Offline RL—0
Discovering Multiple Solutions from a Single Task in Offline Reinforcement Learning—0
Deep RL with Hierarchical Action Exploration for Dialogue Generation—0
KAN v.s. MLP for Offline 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