conftrace_

policy improvement

67 papers

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Co-occurring keywords

reinforcement learning (4352) offline reinforcement learning (492) policy optimization (657) value function (295) policy iteration (99) markov decision process (790) policy learning (702) sample efficiency (472) off-policy learning (228) safe reinforcement learning (120)

Papers

Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning EACL 2026
One Planner To Guide Them All ! Learning Adaptive Conversational Planners for Goal-oriented Dialogues EMNLP 2025
Active Reinforcement Learning Strategies for Offline Policy Improvement AAAI 2025
Using LLMs to improve RL policies in personalized health adaptive interventions NAACL 2025
SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories CVPR 2025
Generalizable Policy Improvement via Reinforcement Sampling (Student Abstract) AAAI 2024
vMFER: Von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement IJCAI 2024
Offline Policy Evaluation and Optimization Under Confounding AISTATS 2024
Going Beyond Heuristics by Imposing Policy Improvement as a Constraint NIPS 2024
The Ladder in Chaos: Improving Policy Learning by Harnessing the Parameter Evolving Path in A Low-dimensional Space NIPS 2024
Policy Improvement using Language Feedback Models NIPS 2024
Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning NIPS 2024
Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration NIPS 2024
Learning Policy-Aware Models for Model-Based Reinforcement Learning via Transition Occupancy Matching L4DC 2023
BRExIt: On Opponent Modelling in Expert Iteration IJCAI 2023
On the Relation between Policy Improvement and Off-Policy Minimum-Variance Policy Evaluation UAI 2023
Counterfactual Learning with General Data-Generating Policies AAAI 2023
Boosting Offline Reinforcement Learning with Action Preference Query ICML 2023
Supported Trust Region Optimization for Offline Reinforcement Learning ICML 2023
Weighted Policy Constraints for Offline Reinforcement Learning AAAI 2023
Adaptive Reward Shifting Based on Behavior Proximity for Offline Reinforcement Learning IJCAI 2023
Active Policy Improvement from Multiple Black-box Oracles ICML 2023
Offline Reinforcement Learning with Closed-Form Policy Improvement Operators ICML 2023
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems ACL 2023
Combining Behaviors with the Successor Features Keyboard NIPS 2023