reinforcement learning

KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding ACL 2025 LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization ICML 2025 Language Guided Skill Discovery ICLR 2025 Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformers EMNLP 2025 LangWBC: Language-directed Humanoid Whole-Body Control via End-to-end Learning RSS 2025 Large Language Models with Reinforcement Learning from Human Feedback Approach for Enhancing Explainable Sexism Detection COLING 2025 LBI-FL: Low-Bit Integerized Federated Learning with Temporally Dynamic Bit-Width Allocation ICML 2025 Learning a Continue-Thinking Token for Enhanced Test-Time Scaling IJCNLP 2025 Learning Diverse Attacks on Large Language Models for Robust Red-Teaming and Safety Tuning ICLR 2025 Learning Getting-Up Policies for Real-World Humanoid Robots RSS 2025 Learning Humanoid Standing-up Control across Diverse Postures RSS 2025 Learning in Herding Mean Field Games: Single-Loop Algorithm with Finite-Time Convergence Analysis AISTATS 2025 Learning Like Humans: Advancing LLM Reasoning Capabilities via Adaptive Difficulty Curriculum Learning and Expert-Guided Self-Reformulation EMNLP 2025 Learning mirror maps in policy mirror descent ICLR 2025 Learning Splitting Heuristics in Divide-and-Conquer SAT Solvers with Reinforcement Learning ICLR 2025 Learning to Generate Structured Output with Schema Reinforcement Learning ACL 2025 Learning to Reuse Policies in State Evolvable Environments ICML 2025 Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation CVPR 2025 Learning to Select Nodes in Branch and Bound with Sufficient Tree Representation ICLR 2025 Learning with Linear Function Approximations in Mean-Field Control JMLR 2025 Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning EMNLP 2025 LegalSim: Multi-Agent Simulation of Legal Systems for Discovering Procedural Exploits EMNLP 2025 LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization EMNLP 2025 Let’s Reason Formally: Natural-Formal Hybrid Reasoning Enhances LLM’s Math Capability EMNLP 2025 Leveling the Playing Field: Carefully Comparing Classical and Learned Controllers for Quadrotor Trajectory Tracking RSS 2025