SOTAVerified

Offline RL

Papers

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Showing 531–540 of 755 papers

TitleStatusHype
MAHALO: Unifying Offline Reinforcement Learning and Imitation Learning from ObservationsCode0
Finetuning from Offline Reinforcement Learning: Challenges, Trade-offs and Practical Solutions—0
Deep RL with Hierarchical Action Exploration for Dialogue Generation—0
Adaptive Policy Learning for Offline-to-Online Reinforcement Learning—0
Deploying Offline Reinforcement Learning with Human Feedback—0
Graph Decision Transformer—0
Environment Transformer and Policy Optimization for Model-Based Offline Reinforcement Learning—0
On the Sample Complexity of Vanilla Model-Based Offline Reinforcement Learning with Dependent Samples—0
Learning to Influence Human Behavior with Offline Reinforcement Learning—0
Decision Transformer under Random Frame DroppingCode0
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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