Agent Systems

A Logical Analysis of an Information Filtering Architecture Based on Epistemic Trust Inference AAAI 2026 A Metacognitive Architecture for Correcting LLM Errors in AI Agents AAAI 2026 A Model-Free Universal AI UAI 2026 Amory: Building Coherent Narrative-Driven Agent Memory through Agentic Reasoning EACL 2026 AMS-IO-Bench and AMS-IO-Agent: Benchmarking and Structured Reasoning for Analog and Mixed-Signal Integrated Circuit Input/Output Design AAAI 2026 AMusE: Audio-Visual Benchmark and Alignment Framework for Agentic Multi-Speaker Understanding CVPR 2026 Analyzing and Internalizing Complex Policy Documents for LLM Agents ACL 2026 Anchor: Branch-Point Data Generation for GUI Agents ACL 2026 Android Coach: Improve Online Agentic Training Efficiency with Single State Multiple Actions ACL 2026 An Empirical Study of Collective Behaviors and Social Dynamics in Large Language Model Agents EACL 2026 An Epistemic Perspective on Agent Awareness AAAI 2026 An Interactive Simulation Framework by Ensemble Imitation Learning Agents for Training Robust Trading Policies AAAI 2026 AP2O-Coder: Adaptively Progressive Preference Optimization for Reducing Compilation and Runtime Errors in LLM-Generated Code AAAI 2026 A Parallel CPU-GPU Framework for Batching Heuristic Operations in Depth-First Heuristic Search AAAI 2026 Arcadia: Toward a Full-Lifecycle Framework for Embodied Lifelong Learning CVPR 2026 ArchetypeTrader: Reinforcement Learning for Selecting and Refining Learnable Strategic Archetypes in Quantitative Trading AAAI 2026 ARCHITECT: Uncertainty-Aware Dynamic Tool Learning via Causal Intervention for Open-World Agents ACL 2026 AREA3D: Active Reconstruction Agent with Unified Feed-Forward 3D Perception and Vision-Language Guidance CVPR 2026 ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning CVPR 2026 A Rolling Stone Gathers No Moss: Adaptive Policy Optimization for Stable Self-Evaluation in Large Multimodal Models AAAI 2026 ARTEM: Enhancing Large Language Model Agents with Spatial-Temporal Episodic Memory AAAI 2026 Assertion-Conditioned Compliance: A Provenance-Aware Vulnerability in Multi-Turn Tool-Calling Agents EACL 2026 A Survey of Large Language Model-Based Search Agents ACL 2026 A Survey on LLM-based Conversational User Simulation EACL 2026 AT²PO: Agentic Turn-based Policy Optimization via Tree Search ACL 2026