Agent Systems

Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text ACL 2026 Unlocking the Power of Large Multimodal Models for Robot Learning: Robustness, Generalization, and Opportunities AAAI 2026 UrbanNav: Learning Language-Guided Embodied Urban Navigation from Web-Scale Human Trajectories AAAI 2026 Value-Driven Memory-Augmented Generation for Agentic LLMs: Towards Structured and Adaptive Knowledge Utilization AAAI 2026 Value of Information: A Framework for Human–Agent Communication ACL 2026 Verification-Aware Planning for Multi-Agent Systems EACL 2026 Verify Before You Commit: Towards Faithful Reasoning in LLM Agents via Self-Auditing ACL 2026 VFCionX: Bridging Large and Small Models for Robust Vulnerability-Fixing Commit Identification AAAI 2026 ViBES: A Conversational Agent with Behaviorally-Intelligent 3D Virtual Body CVPR 2026 VideoARM: Agentic Reasoning over Hierarchical Memory for Long-Form Video Understanding CVPR 2026 VideoSeek: Long-Horizon Video Agent with Tool-Guided Seeking CVPR 2026 VIGIL: Defending LLM Agents Against Tool-Stream Injection via Verify-Before-Commit ACL 2026 ViLoMem: Agentic Learner with Grow-and-Refine Multimodal Semantic Memory CVPR 2026 Vinedresser3D: Towards Agentic Text-guided 3D Editing CVPR 2026 VirtualEnv: A Platform for Embodied AI Research AAAI 2026 VishBox v2: A Multi-Agent System for Adaptive Voice Phishing Simulation ACL 2026 VISTA: A Test-Time Self-Improving Video Generation Agent CVPR 2026 VQ-Insight: Teaching VLMs for AI-Generated Video Quality Understanding via Progressive Visual Reinforcement Learning AAAI 2026 VRAgent-R1: Boosting Video Recommendation with MLLM-based Agents via Reinforcement Learning AAAI 2026 VRAgent: Self-Refining Agent for Zero-Shot Multimodal Video Retrieval WACV 2026 Watch and Learn: Learning to Use Computers from Online Videos CVPR 2026 WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models ACL 2026 WebChain: A Large-Scale Human-Annotated Dataset of Real-World Web Interaction Traces CVPR 2026 WebClipper: Efficient Evolution of Web Agents with Graph-based Trajectory Pruning ACL 2026 WebGym: Scaling Training Environments for Long-Horizon Visual Web Agents with Realistic Tasks CVPR 2026