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Showing 76–100 of 226 papers

TitleStatusHype
Learning to Trust Bellman Updates: Selective State-Adaptive Regularization for Offline RLCode0
Temporal Distance-aware Transition Augmentation for Offline Model-based Reinforcement Learning—0
Policy-Driven World Model Adaptation for Robust Offline Model-based Reinforcement Learning—0
Imagination-Limited Q-Learning for Offline Reinforcement Learning—0
Beyond the Known: Decision Making with Counterfactual Reasoning Decision TransformerCode0
Pretraining a Shared Q-Network for Data-Efficient Offline Reinforcement Learning—0
Taming OOD Actions for Offline Reinforcement Learning: An Advantage-Based Approach—0
Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning—0
Directly Forecasting Belief for Reinforcement Learning with DelaysCode0
An Optimal Discriminator Weighted Imitation Perspective for Reinforcement Learning—0
VIPO: Value Function Inconsistency Penalized Offline Reinforcement Learning—0
Decision SpikeFormer: Spike-Driven Transformer for Decision Making—0
Model-Based Offline Reinforcement Learning with Adversarial Data Augmentation—0
Diverse Transformer Decoding for Offline Reinforcement Learning Using Financial Algorithmic Approaches—0
Behavior-Regularized Diffusion Policy Optimization for Offline Reinforcement Learning—0
Learning from Suboptimal Data in Continuous Control via Auto-Regressive Soft Q-Network—0
Projection Implicit Q-Learning with Support Constraint for Offline Reinforcement Learning—0
DRDT3: Diffusion-Refined Decision Test-Time Training Model—0
SALE-Based Offline Reinforcement Learning with Ensemble Q-Networks—0
SR-Reward: Taking The Path More Traveled—0
Goal-Conditioned Data Augmentation for Offline Reinforcement Learning—0
ACL-QL: Adaptive Conservative Level in Q-Learning for Offline Reinforcement Learning—0
Finer Behavioral Foundation Models via Auto-Regressive Features and Advantage Weighting—0
Learning on One Mode: Addressing Multi-Modality in Offline Reinforcement LearningCode0
Enhancing Decision Transformer with Diffusion-Based Trajectory Branch Generation—0
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