reinforcement learning

Verti-Bench: A General and Scalable Off-Road Mobility Benchmark for Vertically Challenging Terrain RSS 2025 Vid2Sim: Realistic and Interactive Simulation from Video for Urban Navigation CVPR 2025 VideoMiner: Iteratively Grounding Key Frames of Hour-Long Videos via Tree-based Group Relative Policy Optimization ICCV 2025 Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning EMNLP 2025 VisRL: Intention-Driven Visual Perception via Reinforced Reasoning ICCV 2025 Visual-RFT: Visual Reinforcement Fine-Tuning ICCV 2025 ViUniT: Visual Unit Tests for More Robust Visual Programming CVPR 2025 VLP: Vision-Language Preference Learning for Embodied Manipulation EMNLP 2025 VQ-VLA: Improving Vision-Language-Action Models via Scaling Vector-Quantized Action Tokenizers ICCV 2025 VVC-Gym: A Fixed-Wing UAV Reinforcement Learning Environment for Multi-Goal Long-Horizon Problems ICLR 2025 Warmup Generations: A Task-Agnostic Approach for Guiding Sequence-to-Sequence Learning with Unsupervised Initial State Generation ACL 2025 Weak-to-Strong Preference Optimization: Stealing Reward from Weak Aligned Model ICLR 2025 WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning EMNLP 2025 WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model EMNLP 2025 When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning EMNLP 2025 When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning EMNLP 2025 Why the Agent Made that Decision: Contrastive Explanation Learning for Reinforcement Learning IJCAI 2025 WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct ICLR 2025 YESciEval: Robust LLM-as-a-Judge for Scientific Question Answering ACL 2025 Zero-Shot Action Generalization with Limited Observations AISTATS 2025 Zero-shot Model-based Reinforcement Learning using Large Language Models ICLR 2025 Zero-shot Sim-to-Real Transfer for Reinforcement Learning-based Visual Servoing of Soft Continuum Arms L4DC 2025 B-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis ICLR 2024 A Bayesian Learning Algorithm for Unknown Zero-sum Stochastic Games with an Arbitrary Opponent AISTATS 2024 ABLE: Personalized Disability Support with Politeness and Empathy Integration EMNLP 2024