policy improvement

Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning EACL 2026 Active Reinforcement Learning Strategies for Offline Policy Improvement AAAI 2025 Enhancing Decision-Making of Large Language Models via Actor-Critic ICML 2025 Improving Value Estimation Critically Enhances Vanilla Policy Gradient ICML 2025 Offline RL with Smooth OOD Generalization in Convex Hull and its Neighborhood ICLR 2025 One Planner To Guide Them All ! Learning Adaptive Conversational Planners for Goal-oriented Dialogues EMNLP 2025 SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories CVPR 2025 Using LLMs to improve RL policies in personalized health adaptive interventions NAACL 2025 Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning NeurIPS 2024 Blending Imitation and Reinforcement Learning for Robust Policy Improvement ICLR 2024 Boosting Reinforcement Learning with Strongly Delayed Feedback Through Auxiliary Short Delays ICML 2024 Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration NeurIPS 2024 Generalizable Policy Improvement via Reinforcement Sampling (Student Abstract) AAAI 2024 Going Beyond Heuristics by Imposing Policy Improvement as a Constraint NeurIPS 2024 ODIN: Disentangled Reward Mitigates Hacking in RLHF ICML 2024 Offline Policy Evaluation and Optimization Under Confounding AISTATS 2024 Policy Improvement using Language Feedback Models NeurIPS 2024 Scalable Safe Policy Improvement for Factored Multi-Agent MDPs ICML 2024 Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills ICML 2024 The Ladder in Chaos: Improving Policy Learning by Harnessing the Parameter Evolving Path in A Low-dimensional Space NeurIPS 2024 vMFER: Von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement IJCAI 2024 Active Policy Improvement from Multiple Black-box Oracles ICML 2023 Adaptive Reward Shifting Based on Behavior Proximity for Offline Reinforcement Learning IJCAI 2023 Boosting Offline Reinforcement Learning with Action Preference Query ICML 2023 BRExIt: On Opponent Modelling in Expert Iteration IJCAI 2023