conftrace_

off-policy learning

228 papers

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Also known as

OPL

Co-occurring keywords

reinforcement learning (4352) deep reinforcement learning (903) policy gradient (520) sample efficiency (472) continuous control (246) temporal difference learning (149) policy optimization (657) value function (295) off-policy reinforcement learning (34) importance sampling (318)

Papers

Energy Matching based Preference Learning for Diffusion Language Models EACL 2026
From Off-Policy to On-Policy: Enhancing GUI Agents via Bi-level Expert-to-Policy Assimilation ACL 2026
Offline Multi-Objective Bandits: From Logged Data to Pareto-Optimal Policies AAAI 2026
MedEyes: Learning Dynamic Visual Focus for Medical Progressive Diagnosis AAAI 2026
Reward Redistribution via Gaussian Process Likelihood Estimation AAAI 2026
Efficient and Robust Reinforcement Learning from Human Feedback AAAI 2025
Genetic-guided GFlowNets for Sample Efficient Molecular Optimization NIPS 2024
Adaptive Exploration for Data-Efficient General Value Function Evaluations NIPS 2024
Actor Prioritized Experience Replay (Abstract Reprint) AAAI 2024
WPO: Enhancing RLHF with Weighted Preference Optimization EMNLP 2024
Off-Policy Action Anticipation in Multi-Agent Reinforcement Learning JMLR 2024
Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion EMNLP 2024
Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate NIPS 2024
Hyperparameter Optimization Can Even Be Harmful in Off-Policy Learning and How to Deal with It IJCAI 2024
Improving Autonomous Separation Assurance through Distributed Reinforcement Learning with Attention Networks AAAI 2024
Enhancing Off-Policy Constrained Reinforcement Learning through Adaptive Ensemble C Estimation AAAI 2024
Trajectory-Aware Eligibility Traces for Off-Policy Reinforcement Learning ICML 2023
Boosted Off-Policy Learning AISTATS 2023
Deep Off-Policy Iterative Learning Control L4DC 2023
Towards Robust and Safe Reinforcement Learning with Benign Off-policy Data ICML 2023
Why Target Networks Stabilise Temporal Difference Methods ICML 2023
Modified Retrace for Off-Policy Temporal Difference Learning UAI 2023
Coordinate Ascent for Off-Policy RL with Global Convergence Guarantees AISTATS 2023
Efficient Online Reinforcement Learning with Offline Data ICML 2023
VA-learning as a more efficient alternative to Q-learning ICML 2023