SOTAVerified

Offline RL

Papers

Showing 271280 of 755 papers

TitleStatusHype
Model-based Offline Reinforcement Learning with Count-based ConservatismCode0
Two-step reinforcement learning for model-free redesign of nonlinear optimal regulatorCode0
Model-based Offline Policy Optimization with Adversarial NetworkCode0
Model-Based Offline Planning with Trajectory PruningCode0
Model-Based Offline Reinforcement Learning with Pessimism-Modulated Dynamics BeliefCode0
MORE-3S:Multimodal-based Offline Reinforcement Learning with Shared Semantic SpacesCode0
d3rlpy: An Offline Deep Reinforcement Learning LibraryCode0
MAHALO: Unifying Offline Reinforcement Learning and Imitation Learning from ObservationsCode0
MICRO: Model-Based Offline Reinforcement Learning with a Conservative Bellman OperatorCode0
Leveraging Unlabeled Data Sharing through Kernel Function Approximation in Offline Reinforcement LearningCode0
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Benchmark Results

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