SOTAVerified

Offline RL

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 401–450 of 755 papers

TitleStatusHype
Enhancing Reinforcement Learning Through Guided Search—0
ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles—0
Ensemble Successor Representations for Task Generalization in Offline-to-Online Reinforcement Learning—0
Environment Transformer and Policy Optimization for Model-Based Offline Reinforcement Learning—0
Equivariant Data Augmentation for Generalization in Offline Reinforcement Learning—0
Equivariant Offline Reinforcement Learning—0
Evaluation of Active Feature Acquisition Methods for Static Feature Settings—0
Evaluation-Time Policy Switching for Offline Reinforcement Learning—0
Exclusively Penalized Q-learning for Offline Reinforcement Learning—0
Exploiting Generalization in Offline Reinforcement Learning via Unseen State Augmentations—0
Exploring the Potential of Offline RL for Reasoning in LLMs: A Preliminary Study—0
A Tractable Inference Perspective of Offline RL—0
Feasibility-Aware Pessimistic Estimation: Toward Long-Horizon Safety in Offline RL—0
Federated Offline Reinforcement Learning—0
Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices—0
Fighting Uncertainty with Gradients: Offline Reinforcement Learning via Diffusion Score Matching—0
Finer Behavioral Foundation Models via Auto-Regressive Features and Advantage Weighting—0
Finetuning from Offline Reinforcement Learning: Challenges, Trade-offs and Practical Solutions—0
Finetuning Offline World Models in the Real World—0
Flexible Blood Glucose Control: Offline Reinforcement Learning from Human Feedback—0
Flow-Based Single-Step Completion for Efficient and Expressive Policy Learning—0
FOSP: Fine-tuning Offline Safe Policy through World Models—0
From Novelty to Imitation: Self-Distilled Rewards for Offline Reinforcement Learning—0
Uncertainty Estimation Using Riemannian Model~Dynamics for Offline Reinforcement Learning—0
Generalize by Touching: Tactile Ensemble Skill Transfer for Robotic Furniture Assembly—0
Generative Probabilistic Planning for Optimizing Supply Chain Networks—0
GenPO: Generative Diffusion Models Meet On-Policy Reinforcement Learning—0
Goal-Conditioned Data Augmentation for Offline Reinforcement Learning—0
Learning Goal-Conditioned Policies from Sub-Optimal Offline Data via Metric Learning—0
Goal-Conditioned Predictive Coding for Offline Reinforcement Learning—0
Graph Decision Transformer—0
GriddlyJS: A Web IDE for Reinforcement Learning—0
Guided Data Augmentation for Offline Reinforcement Learning and Imitation Learning—0
H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics Gaps—0
Harnessing Density Ratios for Online Reinforcement Learning—0
H-GAP: Humanoid Control with a Generalist Planner—0
How to Leverage Unlabeled Data in Offline Reinforcement Learning—0
How to Spend Your Robot Time: Bridging Kickstarting and Offline Reinforcement Learning for Vision-based Robotic Manipulation—0
Hundreds Guide Millions: Adaptive Offline Reinforcement Learning with Expert Guidance—0
Unified Preference Optimization: Language Model Alignment Beyond the Preference Frontier—0
Hybrid Reinforcement Learning Breaks Sample Size Barriers in Linear MDPs—0
Hyperparameter Selection for Offline Reinforcement Learning—0
Implicit Offline Reinforcement Learning via Supervised Learning—0
Importance of Empirical Sample Complexity Analysis for Offline Reinforcement Learning—0
Improving Dynamic Object Interactions in Text-to-Video Generation with AI Feedback—0
Improving Long-Term Metrics in Recommendation Systems using Short-Horizon Reinforcement Learning—0
Improving Multi-Step Reasoning Abilities of Large Language Models with Direct Advantage Policy Optimization—0
Improving Offline Reinforcement Learning with Inaccurate Simulators—0
Improving Offline RL by Blending Heuristics—0
Improving Zero-shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions—0
Show:102550
← PrevPage 9 of 16Next →
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