Agent Systems

GraspCoT: Integrating Physical Property Reasoning for 6-DoF Grasping under Flexible Language Instructions ICCV 2025 GRAT: Guiding Retrieval-Augmented Reasoning through Process Rewards Tree Search ACL 2025 Gravity-Bench-v1: A Benchmark on Gravitational Physics Discovery for Agents ICML 2025 GravMAD: Grounded Spatial Value Maps Guided Action Diffusion for Generalized 3D Manipulation ICLR 2025 GROOT-2: Weakly Supervised Multimodal Instruction Following Agents ICLR 2025 Grounding 3D Object Affordance with Language Instructions, Visual Observations and Interactions CVPR 2025 GroundingMate: Aiding Object Grounding for Goal-Oriented Vision-and-Language Navigation WACV 2025 Grounding Multimodal Large Language Model in GUI World ICLR 2025 GROVE: A Generalized Reward for Learning Open-Vocabulary Physical Skill CVPR 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 GuardAgent: Safeguard LLM Agents via Knowledge-Enabled Reasoning ICML 2025 Guess What I am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents EMNLP 2025 GUI Agents: A Survey ACL 2025 GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration EMNLP 2025 GUICourse: From General Vision Language Model to Versatile GUI Agent ACL 2025 GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents ACL 2025 Guided Search Strategies in Non-Serializable Environments with Applications to Software Engineering Agents ICML 2025 Guideline Compliance in Task-Oriented Dialogue: The Chained Prior Approach NAACL 2025 GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent ACL 2025 GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices ICCV 2025 GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding ICLR 2025 GUI-Xplore: Empowering Generalizable GUI Agents with One Exploration CVPR 2025 HammerBench: Fine-Grained Function-Calling Evaluation in Real Mobile Assistant Scenarios ACL 2025 Hazards in Daily Life? Enabling Robots to Proactively Detect and Resolve Anomalies NAACL 2025