SOTAVerified

Offline RL

Papers

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Showing 251–260 of 755 papers

TitleStatusHype
Energy-Weighted Flow Matching for Offline Reinforcement Learning—0
Scalable Decision-Making in Stochastic Environments through Learned Temporal AbstractionCode0
Yes, Q-learning Helps Offline In-Context RL—0
Enhancing Offline Model-Based RL via Active Model Selection: A Bayesian Optimization Perspective—0
Which Features are Best for Successor Features?—0
Diverse Transformer Decoding for Offline Reinforcement Learning Using Financial Algorithmic Approaches—0
Active Advantage-Aligned Online Reinforcement Learning with Offline DataCode0
Enhancing Pre-Trained Decision Transformers with Prompt-Tuning Bandits—0
Behavioral Entropy-Guided Dataset Generation for Offline Reinforcement Learning—0
OmniRL: In-Context Reinforcement Learning by Large-Scale Meta-Training in Randomized Worlds—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