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Showing 176–200 of 226 papers

TitleStatusHype
Mildly Constrained Evaluation Policy for Offline Reinforcement LearningCode0
Boosting Offline Reinforcement Learning with Action Preference Query—0
IQL-TD-MPC: Implicit Q-Learning for Hierarchical Model Predictive Control—0
Improving Offline RL by Blending Heuristics—0
Emergent Agentic Transformer from Chain of Hindsight Experience—0
Uncertainty-driven Trajectory Truncation for Data Augmentation in Offline Reinforcement LearningCode0
Conservative State Value Estimation for Offline Reinforcement LearningCode0
Skill Decision TransformerCode0
Improving Behavioural Cloning with Positive Unlabeled Learning—0
Model-based Offline Reinforcement Learning with Local Misspecification—0
Model-based trajectory stitching for improved behavioural cloning and its applications—0
TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed DatasetsCode0
Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery—0
Offline Reinforcement Learning with Closed-Form Policy Improvement Operators—0
Contextual Transformer for Offline Meta Reinforcement Learning—0
Offline Reinforcement Learning with Adaptive Behavior Regularization—0
Robust Offline Reinforcement Learning with Gradient Penalty and Constraint Relaxation—0
Boosting Offline Reinforcement Learning via Data Rebalancing—0
Mutual Information Regularized Offline Reinforcement LearningCode0
Model-Based Offline Reinforcement Learning with Pessimism-Modulated Dynamics BeliefCode0
State Advantage Weighting for Offline RL—0
Conservative Bayesian Model-Based Value Expansion for Offline Policy OptimizationCode0
DCE: Offline Reinforcement Learning With Double Conservative Estimates—0
Hierarchical Decision Transformer—0
Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL—0
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