Agent Systems

G-DexGrasp: Generalizable Dexterous Grasping Synthesis Via Part-Aware Prior Retrieval and Prior-Assisted Generation ICCV 2025 GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems EMNLP 2025 GenAL: Generative Agent for Adaptive Learning AAAI 2025 General agents need world models ICML 2025 Generalizing Safety Beyond Collision-Avoidance via Latent-Space Reachability Analysis RSS 2025 General Scene Adaptation for Vision-and-Language Navigation ICLR 2025 Generating Freeform Endoskeletal Robots ICLR 2025 Generative Agents for Multimodal Controversy Detection IJCAI 2025 Generative Reviewer Agents: Scalable Simulacra of Peer Review EMNLP 2025 Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent EMNLP 2025 GenSim: A General Social Simulation Platform with Large Language Model based Agents NAACL 2025 GENTEEL-NEGOTIATOR: LLM-Enhanced Mixture-of-Expert-Based Reinforcement Learning Approach for Polite Negotiation Dialogue AAAI 2025 GenTool: Enhancing Tool Generalization in Language Models through Zero-to-One and Weak-to-Strong Simulation ACL 2025 GeoExplorer: Active Geo-localization with Curiosity-Driven Exploration ICCV 2025 Geometry of Neural Reinforcement Learning in Continuous State and Action Spaces ICLR 2025 GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities CVPR 2025 GitGoodBench: A Novel Benchmark For Evaluating Agentic Performance On Git ACL 2025 GNN-Transformer Task Planning Enhanced with Semantic-Driven Data Augmentation AAAI 2025 GOAL: A Generalist Combinatorial Optimization Agent Learner ICLR 2025 Gödel Agent: A Self-Referential Agent Framework for Recursively Self-Improvement ACL 2025 GRAFT: A Graph-based Flow-aware Agentic Framework for Document-level Machine Translation EMNLP 2025 GRAID: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection EMNLP 2025 GraphAgent: Agentic Graph Language Assistant EMNLP 2025 GraphEQA: Using 3D Semantic Scene Graphs for Real-time Embodied Question Answering CoRL 2025 Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward EMNLP 2025