SOTAVerified

Offline RL

Papers

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Showing 271–280 of 755 papers

TitleStatusHype
Dual Generator Offline Reinforcement Learning—0
A Survey on Model-based Reinforcement Learning—0
Action-Quantized Offline Reinforcement Learning for Robotic Skill Learning—0
Instructed Diffuser with Temporal Condition Guidance for Offline Reinforcement Learning—0
DRDT3: Diffusion-Refined Decision Test-Time Training Model—0
DR3: Value-Based Deep Reinforcement Learning Requires Explicit Regularization—0
CDSA: Conservative Denoising Score-based Algorithm for Offline Reinforcement Learning—0
Double Pessimism is Provably Efficient for Distributionally Robust Offline Reinforcement Learning: Generic Algorithm and Robust Partial Coverage—0
A Survey of Zero-shot Generalisation in Deep Reinforcement Learning—0
A Strong Baseline for Batch Imitation 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