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Policy Learning

2068 directly classified papers

Papers per year

Papers

Group-Aware Reinforcement Learning for Output Diversity in Large Language Models EMNLP 2025
Image Difference Captioning via Adversarial Preference Optimization EMNLP 2025
Simple Policy Optimization ICML 2025
Mapping Smarter, Not Harder: A Test-Time Reinforcement Learning Agent That Improve Without Labels or Model Updates EMNLP 2025
SkillMimic: Learning Basketball Interaction Skills from Demonstrations CVPR 2025
SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories CVPR 2025
SeqMvRL: A Sequential Fusion Framework for Multi-view Representation Learning CVPR 2025
Gazing at Rewards: Eye Movements as a Lens into Human and AI Decision-Making in Hybrid Visual Foraging CVPR 2025
LLaVA-Critic: Learning to Evaluate Multimodal Models CVPR 2025
RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness CVPR 2025
Minority-Aware Satisfaction Estimation in Dialogue Systems via Preference-Adaptive Reinforcement Learning IJCNLP 2025
Categorical Semantics of Compositional Reinforcement Learning JMLR 2025
Incorporating Review-missing Interactions for Generative Explainable Recommendation COLING 2025
Counterfactual Strategies for Markov Decision Processes IJCAI 2025
Maximum Entropy Softmax Policy Gradient via Entropy Advantage Estimation IJCAI 2025
SPoRt - Safe Policy Ratio: Certified Training and Deployment of Task Policies in Model-Free RL IJCAI 2025
Incentivizing Safer Actions in Policy Optimization for Constrained Reinforcement Learning IJCAI 2025
S-EPOA: Overcoming the Indistinguishability of Segments with Skill-Driven Preference-Based Reinforcement Learning IJCAI 2025
Imitation Learning via Focused Satisficing IJCAI 2025
Reward Models in Deep Reinforcement Learning: A Survey IJCAI 2025
A Case for Validation Buffer in Pessimistic Actor-Critic IJCAI 2025
Enhancing Online Reinforcement Learning with Meta-Learned Objective from Offline Data AAAI 2025
Learning to Generate Structured Output with Schema Reinforcement Learning ACL 2025
Optimizing Decomposition for Optimal Claim Verification ACL 2025
To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning AAAI 2025