SOTAVerified

Offline RL

Papers

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Showing 651–660 of 755 papers

TitleStatusHype
The Challenges of Exploration for Offline Reinforcement Learning—0
Comparing Model-free and Model-based Algorithms for Offline Reinforcement Learning—0
Offline Reinforcement Learning for Road Traffic Control—0
Importance of Empirical Sample Complexity Analysis for Offline Reinforcement Learning—0
Single-Shot Pruning for Offline Reinforcement Learning—0
A Validation Tool for Designing Reinforcement Learning Environments—0
DR3: Value-Based Deep Reinforcement Learning Requires Explicit Regularization—0
Curriculum Offline Imitating Learning—0
Robust On-Policy Sampling for Data-Efficient Policy Evaluation in Reinforcement LearningCode0
Improving Zero-shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions—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