Methods

EndoVLA: Dual-Phase Vision-Language-Action for Precise Autonomous Tracking in Endoscopy CoRL 2025 End-to-End Learning Framework for Solving Non-Markovian Optimal Control ICML 2025 Energy-Based Preference Model Offers Better Offline Alignment than the Bradley-Terry Preference Model ICML 2025 Enhancing Adaptive Behavioral Interventions with LLM Inference from Participant Described States MLHC 2025 Enhancing AMR Parsing with Group Relative Policy Optimization ACL 2025 Enhancing Cooperative Multi-Agent Reinforcement Learning with State Modelling and Adversarial Exploration ICML 2025 Enhancing Diversity In Parallel Agents: A Maximum State Entropy Exploration Story ICML 2025 Enhancing Goal-oriented Proactive Dialogue Systems via Dynamic Multi-dimensional Consistency Optimization EMNLP 2025 Enhancing multi-modal Relation Extraction with Reinforcement Learning Guided Graph Diffusion Framework COLING 2025 Enhancing Online Reinforcement Learning with Meta-Learned Objective from Offline Data AAAI 2025 Enhancing Portfolio Optimization via Heuristic-Guided Inverse Reinforcement Learning with Multi-Objective Reward and Graph-based Policy Learning IJCAI 2025 Enhancing Question Generation through Diversity-Seeking Reinforcement Learning with Bilevel Policy Decomposition AAAI 2025 Enhancing Rating-Based Reinforcement Learning to Effectively Leverage Feedback from Large Vision-Language Models ICML 2025 Enhancing RLHF with Human Gaze Modeling EMNLP 2025 Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning EMNLP 2025 Ensuring Force Safety in Vision-Guided Robotic Manipulation via Implicit Tactile Calibration CoRL 2025 Entropy Regularized Task Representation Learning for Offline Meta-Reinforcement Learning AAAI 2025 Episodic Novelty Through Temporal Distance ICLR 2025 Epistemic Bellman Operators AAAI 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 eQMARL: Entangled Quantum Multi-Agent Reinforcement Learning for Distributed Cooperation over Quantum Channels ICLR 2025 ERCI: An Explainable Experience Replay Approach with Causal Inference for Deep Reinforcement Learning AAAI 2025 ERFSL: An Efficient Reward Function Searcher via Large Language Models for Custom-Environment Multi-Objective Reinforcement Learning (Student Abstract) AAAI 2025 Ergodic Generative Flows ICML 2025