SOTAVerified

Offline RL

Papers

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Showing 281–290 of 755 papers

TitleStatusHype
PROGRESSOR: A Perceptually Guided Reward Estimator with Self-Supervised Online Refinement—0
Continual Task Learning through Adaptive Policy Self-CompositionCode0
Preserving Expert-Level Privacy in Offline Reinforcement Learning—0
Navigation with QPHIL: Quantizing Planner for Hierarchical Implicit Q-Learning—0
Streetwise Agents: Empowering Offline RL Policies to Outsmart Exogenous Stochastic Disturbances in RTC—0
OffLight: An Offline Multi-Agent Reinforcement Learning Framework for Traffic Signal Control—0
Real-World Offline Reinforcement Learning from Vision Language Model Feedback—0
Q-SFT: Q-Learning for Language Models via Supervised Fine-Tuning—0
Uncertainty-based Offline Variational Bayesian Reinforcement Learning for Robustness under Diverse Data CorruptionsCode0
NetworkGym: Reinforcement Learning Environments for Multi-Access Traffic Management in Network SimulationCode0
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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