SOTAVerified

Offline RL

Papers

Showing 1120 of 755 papers

TitleStatusHype
Pretrained LLM Adapted with LoRA as a Decision Transformer for Offline RL in Quantitative TradingCode2
LongReward: Improving Long-context Large Language Models with AI FeedbackCode2
Enhancing Sample Efficiency and Exploration in Reinforcement Learning through the Integration of Diffusion Models and Proximal Policy OptimizationCode2
Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning BenchmarksCode2
A Simulation Benchmark for Autonomous Racing with Large-Scale Human DataCode2
Any-step Dynamics Model Improves Future Predictions for Online and Offline Reinforcement LearningCode2
Diffusion-based Reinforcement Learning via Q-weighted Variational Policy OptimizationCode2
Unsupervised Zero-Shot Reinforcement Learning via Functional Reward EncodingsCode2
Deep Generative Models for Offline Policy Learning: Tutorial, Survey, and Perspectives on Future DirectionsCode2
Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion ModelCode2
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Benchmark Results

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