SOTAVerified

Offline RL

Papers

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Showing 381–390 of 755 papers

TitleStatusHype
Curriculum Offline Imitating Learning—0
D5RL: Diverse Datasets for Data-Driven Deep Reinforcement Learning—0
DARA: Dynamics-Aware Reward Augmentation in Offline Reinforcement Learning—0
Data Center Cooling System Optimization Using Offline Reinforcement Learning—0
Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data—0
Data Sharing without Rewards in Multi-Task Offline Reinforcement Learning—0
Consistent time travel for realistic interactions with historical data: reinforcement learning for market making—0
Decision SpikeFormer: Spike-Driven Transformer for Decision Making—0
Deep Offline Reinforcement Learning for Real-world Treatment Optimization Applications—0
Deep RL with Hierarchical Action Exploration for Dialogue Generation—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