reinforcement learning

Prioritized Generative Replay ICLR 2025 Prior Prompt Engineering for Reinforcement Fine-Tuning EMNLP 2025 Proactive Guidance of Multi-Turn Conversation in Industrial Search ACL 2025 Procedural Environment Generation for Tool-Use Agents EMNLP 2025 Process-Supervised Reinforcement Learning for Code Generation EMNLP 2025 PROGRESSOR: A Perceptually Guided Reward Estimator with Self-Supervised Online Refinement ICCV 2025 Prompt-based Personality Profiling: Reinforcement Learning for Relevance Filtering ACL 2025 Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning CVPR 2025 PUER: Boosting Few-shot Positive-Unlabeled Entity Resolution with Reinforcement Learning EMNLP 2025 QA‐LIGN: Aligning LLMs through Constitutionally Decomposed QA EMNLP 2025 Q-learning for Quantile MDPs: A Decomposition, Performance, and Convergence Analysis AISTATS 2025 Q-SFT: Q-Learning for Language Models via Supervised Fine-Tuning ICLR 2025 Query-efficient Attack for Black-box Image Inpainting Forensics via Reinforcement Learning AAAI 2025 R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization ICCV 2025 R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory ACL 2025 R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning EMNLP 2025 Radiology Report Generation via Multi-objective Preference Optimization AAAI 2025 RAG-Zeval: Enhancing RAG Responses Evaluator through End-to-End Reasoning and Ranking-Based Reinforcement Learning EMNLP 2025 RainbowPO: A Unified Framework for Combining Improvements in Preference Optimization ICLR 2025 RAISE: Reinforced Adaptive Instruction Selection For Large Language Models EMNLP 2025 RaSS: Improving Denoising Diffusion Samplers with Reinforced Active Sampling Scheduler CVPR 2025 RAVEN++: Pinpointing Fine-Grained Violations in Advertisement Videos with Active Reinforcement Reasoning EMNLP 2025 RAVEN: Robust Advertisement Video Violation Temporal Grounding via Reinforcement Reasoning ACL 2025 Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation AAAI 2025 ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning EMNLP 2025