Agent Systems

How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior ACL 2026 H-RDT: Human Manipulation Enhanced Bimanual Robotic Manipulation AAAI 2026 HSCodeComp: A Realistic and Expert-level Agent Benchmark for Hierarchical Rule Application ACL 2026 Human-Centric Open-Future Task Discovery: Formulation, Benchmark, and Scalable Tree-Based Search AAAI 2026 Hybrid Agents for Image Restoration CVPR 2026 IBISAgent: Reinforcing Pixel-Level Visual Reasoning in MLLMs for Universal Biomedical Object Referring and Segmentation CVPR 2026 Identity Without Action: Rethinking Collective Action Models in Disinformation Research EACL 2026 I know you are different! Towards Persona Driven Knowledge-infused Dialogue Assistant EACL 2026 IMAIA: Interactive Maps AI Assistant for Travel Planning and Geo-Spatial Intelligence CVPR 2026 I-MCTS: Enhancing Agentic AutoML via Introspective Monte Carlo Tree Search EACL 2026 Impatient Users Confuse AI Agents: High-fidelity Simulations of Human Traits for Testing Agents ACL 2026 Incremental Data-Driven Policy Synthesis via Game Abstractions AAAI 2026 InEx: Hallucination Mitigation via Introspection and Cross-Modal Multi-Agent Collaboration AAAI 2026 Inferring Heterogeneous Private Valuations from Offline Market Data via Entropic Risk-Sensitive Utility Maximization AAAI 2026 Infherno: End-to-end Agent-based FHIR Resource Synthesis from Free-form Clinical Notes EACL 2026 InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection EACL 2026 InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training ACL 2026 InfrastructureSentinel: Policy Enforced Guardrails for Secure MCP-driven Infrastructure Agents AAAI 2026 INSURE-Dial: A Phase-Aware Conversational Dataset Benchmark for Compliance Verification and Phase Detection EACL 2026 IntelliCode: A Multi-Agent LLM Tutoring System with Centralized Learner Modeling EACL 2026 Interleaved Tool-Call Reasoning for Protein Function Understanding ACL 2026 IntrAgent: An LLM Agent for Content-Grounded Information Retrieval through Literature Review ACL 2026 Investigating Prosocial Behavior Theory in LLM Agents Under Policy-Induced Inequities AAAI 2026 IS-Bench: Evaluating Interactive Safety of VLM-Driven Embodied Agents in Daily Household Tasks AAAI 2026 Is He Extroverted? Identifying Missing Relevant Personas for Faithful User Simulation EACL 2026