SOTAVerified

Offline RL

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 501–550 of 755 papers

TitleStatusHype
Boosting Offline Reinforcement Learning for Autonomous Driving with Hierarchical Latent Skills—0
Boosting Offline Reinforcement Learning via Data Rebalancing—0
Boosting Offline Reinforcement Learning with Residual Generative Modeling—0
Bootstrapped Transformer for Offline Reinforcement Learning—0
BRAC+: Going Deeper with Behavior Regularized Offline Reinforcement Learning—0
Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism—0
Bridging the Gap Between Offline and Online Reinforcement Learning Evaluation Methodologies—0
Budgeting Counterfactual for Offline RL—0
Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains—0
Enhancing Video Analytics Accuracy via Real-time Automated Camera Parameter Tuning—0
Can Offline Reinforcement Learning Help Natural Language Understanding?—0
Causal prompting model-based offline reinforcement learning—0
CDSA: Conservative Denoising Score-based Algorithm for Offline Reinforcement Learning—0
Optimal Uniform OPE and Model-based Offline Reinforcement Learning in Time-Homogeneous, Reward-Free and Task-Agnostic Settings—0
ChiPFormer: Transferable Chip Placement via Offline Decision Transformer—0
CLUE: Calibrated Latent Guidance for Offline Reinforcement Learning—0
ComaDICE: Offline Cooperative Multi-Agent Reinforcement Learning with Stationary Distribution Shift Regularization—0
Comparing Model-free and Model-based Algorithms for Offline Reinforcement Learning—0
Confidence-Conditioned Value Functions for Offline Reinforcement Learning—0
Conservative Data Sharing for Multi-Task Offline Reinforcement Learning—0
Constraints Penalized Q-learning for Safe Offline Reinforcement Learning—0
Context-Former: Stitching via Latent Conditioned Sequence Modeling—0
Contextual Transformer for Offline Meta Reinforcement Learning—0
Contrastive Diffuser: Planning Towards High Return States via Contrastive Learning—0
Contrastive Learning as Goal-Conditioned Reinforcement Learning—0
Contrastive Value Learning: Implicit Models for Simple Offline RL—0
Corruption-Robust Offline Reinforcement Learning—0
CrowdPlay: Crowdsourcing human demonstration data for offline learning in Atari games—0
CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning—0
CUDC: A Curiosity-Driven Unsupervised Data Collection Method with Adaptive Temporal Distances for Offline Reinforcement Learning—0
Curriculum Offline Imitating Learning—0
D5RL: Diverse Datasets for Data-Driven Deep Reinforcement Learning—0
DARA: Dynamics-Aware Reward Augmentation in Offline Reinforcement Learning—0
Data Center Cooling System Optimization Using Offline Reinforcement Learning—0
Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data—0
Data Sharing without Rewards in Multi-Task Offline Reinforcement Learning—0
Consistent time travel for realistic interactions with historical data: reinforcement learning for market making—0
Decision SpikeFormer: Spike-Driven Transformer for Decision Making—0
Deep Offline Reinforcement Learning for Real-world Treatment Optimization Applications—0
Deep RL with Hierarchical Action Exploration for Dialogue Generation—0
DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning—0
Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding—0
Deploying Offline Reinforcement Learning with Human Feedback—0
Design from Policies: Conservative Test-Time Adaptation for Offline Policy Optimization—0
Development and Validation of Heparin Dosing Policies Using an Offline Reinforcement Learning Algorithm—0
Dialogue Evaluation with Offline Reinforcement Learning—0
DIAR: Diffusion-model-guided Implicit Q-learning with Adaptive Revaluation—0
DiffPoGAN: Diffusion Policies with Generative Adversarial Networks for Offline Reinforcement Learning—0
DiffStitch: Boosting Offline Reinforcement Learning with Diffusion-based Trajectory Stitching—0
Diffused Task-Agnostic Milestone Planner—0
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Benchmark Results

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