SOTAVerified

Offline RL

Papers

Showing 581590 of 755 papers

TitleStatusHype
Uncertainty Weighted Offline Reinforcement Learning0
Understanding Reinforcement Learning Algorithms: The Progress from Basic Q-learning to Proximal Policy Optimization0
Unearthing Gems from Stones: Policy Optimization with Negative Sample Augmentation for LLM Reasoning0
Unified Emulation-Simulation Training Environment for Autonomous Cyber Agents0
Unsupervised-to-Online Reinforcement Learning0
Urban-Focused Multi-Task Offline Reinforcement Learning with Contrastive Data Sharing0
User-Interactive Offline Reinforcement Learning0
Adaptive Q-Aid for Conditional Supervised Learning in Offline Reinforcement Learning0
Value Penalized Q-Learning for Recommender Systems0
Variational oracle guiding for reinforcement learning0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KFCAverage Reward81.8Unverified
2ADMPOAverage Reward81Unverified
3Decision Transformer (DT)Average Reward73.5Unverified
#ModelMetricClaimedVerifiedStatus
1ParPID4RL Normalized Score151.4Unverified