SOTAVerified

Offline RL

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 231–240 of 755 papers

TitleStatusHype
Why Online Reinforcement Learning is Causal—0
Offline Fictitious Self-Play for Competitive Games—0
Unsupervised Zero-Shot Reinforcement Learning via Functional Reward EncodingsCode2
Trajectory-wise Iterative Reinforcement Learning Framework for Auto-bidding—0
Deep Generative Models for Offline Policy Learning: Tutorial, Survey, and Perspectives on Future DirectionsCode2
MORE-3S:Multimodal-based Offline Reinforcement Learning with Shared Semantic SpacesCode0
Align Your Intents: Offline Imitation Learning via Optimal Transport—0
Offline Multi-task Transfer RL with Representational Penalization—0
Learning Goal-Conditioned Policies from Sub-Optimal Offline Data via Metric Learning—0
Universal Black-Box Reward Poisoning Attack against 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