SOTAVerified

Offline RL

Papers

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Showing 376–400 of 755 papers

TitleStatusHype
An Offline Reinforcement Learning Algorithm Customized for Multi-Task Fusion in Large-Scale Recommender Systems—0
Data-Incremental Continual Offline Reinforcement Learning—0
TrajDeleter: Enabling Trajectory Forgetting in Offline Reinforcement Learning AgentsCode0
Offline Trajectory Generalization for Offline Reinforcement Learning—0
Empowering Embodied Visual Tracking with Visual Foundation Models and Offline RL—0
Leveraging Domain-Unlabeled Data in Offline Reinforcement Learning across Two Domains—0
Generative Probabilistic Planning for Optimizing Supply Chain Networks—0
Compositional Conservatism: A Transductive Approach in Offline Reinforcement LearningCode0
CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning—0
Scaling Vision-and-Language Navigation With Offline RL—0
Uncertainty-aware Distributional Offline Reinforcement Learning—0
Reinforcement Learning-based Recommender Systems with Large Language Models for State Reward and Action Modeling—0
The Value of Reward Lookahead in Reinforcement Learning—0
Minimax Optimal and Computationally Efficient Algorithms for Distributionally Robust Offline Reinforcement Learning—0
Towards Optimizing Human-Centric Objectives in AI-Assisted Decision-Making With Offline Reinforcement Learning—0
Why Online Reinforcement Learning is Causal—0
Offline Fictitious Self-Play for Competitive Games—0
Trajectory-wise Iterative Reinforcement Learning Framework for Auto-bidding—0
Align Your Intents: Offline Imitation Learning via Optimal Transport—0
MORE-3S:Multimodal-based Offline Reinforcement Learning with Shared Semantic SpacesCode0
Offline Multi-task Transfer RL with Representational Penalization—0
Learning Goal-Conditioned Policies from Sub-Optimal Offline Data via Metric Learning—0
Universal Black-Box Reward Poisoning Attack against Offline Reinforcement Learning—0
Measurement Scheduling for ICU Patients with Offline Reinforcement Learning—0
More Benefits of Being Distributional: Second-Order Bounds for Reinforcement Learning—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