reinforcement learning

Geometry-aware RL for Manipulation of Varying Shapes and Deformable Objects ICLR 2025 Geometry of Neural Reinforcement Learning in Continuous State and Action Spaces ICLR 2025 GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning EMNLP 2025 GOODLIAR: A Reinforcement Learning-Based Deceptive Agent for Disrupting LLM Beliefs on Foundational Principles ACL 2025 Google Translate’s Research Submission to WMT2025 EMNLP 2025 Governance in Motion: Co-evolution of Constitutions and AI models for Scalable Safety EMNLP 2025 GPUDrive: Data-driven, multi-agent driving simulation at 1 million FPS ICLR 2025 Gradient Boosting Reinforcement Learning ICML 2025 Grammar Reinforcement Learning: path and cycle counting in graphs with a Context-Free Grammar and Transformer approach ICLR 2025 Graph-R1: Incentivizing the Zero-Shot Graph Learning Capability in LLMs via Explicit Reasoning EMNLP 2025 Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward EMNLP 2025 Grounding by Trying: LLMs with Reinforcement Learning-Enhanced Retrieval ICLR 2025 Grounding Open-Domain Knowledge from LLMs to Real-World Reinforcement Learning Tasks: A Survey IJCAI 2025 Group-Aware Reinforcement Learning for Output Diversity in Large Language Models EMNLP 2025 GROVE: A Generalized Reward for Learning Open-Vocabulary Physical Skill CVPR 2025 GRPO-LEAD: A Difficulty-Aware Reinforcement Learning Approach for Concise Mathematical Reasoning in Language Models EMNLP 2025 GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL AAAI 2025 GTA: Supervised-Guided Reinforcement Learning for Text Classification with Large Language Models EMNLP 2025 GTR: Guided Thought Reinforcement Prevents Thought Collapse in RL-based VLM Agent Training ICCV 2025 Guaranteeing Out-Of-Distribution Detection in Deep RL via Transition Estimation AAAI 2025 GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration EMNLP 2025 Handling Delay in Real-Time Reinforcement Learning ICLR 2025 Harnessing Causality in Reinforcement Learning with Bagged Decision Times AISTATS 2025 Henry at BEA 2025 Shared Task: Improving AI Tutor’s Guidance Evaluation Through Context-Aware Distillation ACL 2025 Hidden in Plain Text: Emergence & Mitigation of Steganographic Collusion in LLMs IJCNLP 2025