SOTAVerified

Offline RL

Papers

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Showing 521–530 of 755 papers

TitleStatusHype
Scaling Offline RL via Efficient and Expressive Shortcut Models—0
Scaling Vision-and-Language Navigation With Offline RL—0
Selective Uncertainty Propagation in Offline RL—0
Self-Confirming Transformer for Belief-Conditioned Adaptation in Offline Multi-Agent Reinforcement Learning—0
Self-Driving Telescopes: Autonomous Scheduling of Astronomical Observation Campaigns with Offline Reinforcement Learning—0
Self-Play with Adversarial Critic: Provable and Scalable Offline Alignment for Language Models—0
Semi-gradient DICE for Offline Constrained Reinforcement Learning—0
Semi-supervised Offline Reinforcement Learning with Pre-trained Decision Transformers—0
SeMOPO: Learning High-quality Model and Policy from Low-quality Offline Visual Datasets—0
Improving Offline-to-Online Reinforcement Learning with Q Conditioned State Entropy Exploration—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