policy optimization

EMO-RL: Emotion-Rule-Based Reinforcement Learning Enhanced Audio-Language Model for Generalized Speech Emotion Recognition EMNLP 2025 Energy-Weighted Flow Matching for Offline Reinforcement Learning ICLR 2025 Enhancing AMR Parsing with Group Relative Policy Optimization ACL 2025 Enhancing Online Reinforcement Learning with Meta-Learned Objective from Offline Data AAAI 2025 Enhancing RLHF with Human Gaze Modeling EMNLP 2025 Entropy-Adaptive Diffusion Policy Optimization with Dynamic Step Alignment ICCV 2025 EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning ACL 2025 EQA-RM: A Generative Embodied Reward Model with Test-time Scaling EMNLP 2025 Exploration-Driven Reinforcement Learning for Expert Routing Improvement in Mixture-of-Experts Language Models EMNLP 2025 Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF ICLR 2025 Extended Convex Lifting for Policy Optimization of Optimal and Robust Control L4DC 2025 Fast Convergence of Softmax Policy Mirror Ascent AISTATS 2025 Fat-to-Thin Policy Optimization: Offline Reinforcement Learning with Sparse Policies ICLR 2025 Fine-Tuning Text-to-Speech Diffusion Models Using Reinforcement Learning with Human Feedback Interspeech 2025 Finite-Sample Convergence Bounds for Trust Region Policy Optimization in Mean Field Games ICML 2025 First Order Model-Based RL through Decoupled Backpropagation CoRL 2025 Frictional Agent Alignment Framework: Slow Down and Don’t Break Things ACL 2025 GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching AAAI 2025 Gradient-Adaptive Policy Optimization: Towards Multi-Objective Alignment of Large Language Models ACL 2025 GTA: Supervised-Guided Reinforcement Learning for Text Classification with Large Language Models EMNLP 2025 HeMoRa: Unsupervised Heuristic Consensus Sampling for Robust Point Cloud Registration CVPR 2025 Henry at BEA 2025 Shared Task: Improving AI Tutor’s Guidance Evaluation Through Context-Aware Distillation ACL 2025 Ignore the KL Penalty! Boosting Exploration on Critical Tokens to Enhance RL Fine-Tuning NAACL 2025 Incentivizing Safer Actions in Policy Optimization for Constrained Reinforcement Learning IJCAI 2025 Indirect Online Preference Optimization via Reinforcement Learning IJCAI 2025