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Agent Systems

3885 directly classified papers

Papers per year

Papers

Surgical AI Copilot: Energy-Based Fourier Gradient Low-Rank Adaptation for Surgical LLM Agent Reasoning and Planning AAAI 2026

AgentSense: Virtual Sensor Data Generation Using LLM Agents in Simulated Home Environments AAAI 2026

Mind the Gap: The Divergence Between Human and LLM-Generated Tasks AAAI 2026

HiVA: Self-organized Hierarchical Variable Agent via Goal-driven Semantic-Topological Evolution AAAI 2026

Investigating Prosocial Behavior Theory in LLM Agents Under Policy-Induced Inequities AAAI 2026

RareAgents: Autonomous Multi-disciplinary Team for Rare Disease Diagnosis and Treatment AAAI 2026

VFCionX: Bridging Large and Small Models for Robust Vulnerability-Fixing Commit Identification AAAI 2026

T2Agent: A Tool-augmented Multimodal Misinformation Detection Agent with Monte Carlo Tree Search AAAI 2026

Guided Distillation and Risk Adaptive Evolution for Multi-Robot Navigation AAAI 2026

The GATTACA Framework: Graph Neural Network-Based Reinforcement Learning for Controlling Biological Networks AAAI 2026

FreeAskWorld: An Interactive and Closed-Loop Simulator for Human-Centric Embodied AI AAAI 2026

FIXME: Towards End-to-End Benchmarking of LLM-Aided Design Verification AAAI 2026

Towards Effective Code-Integrated Reasoning AAAI 2026

LENS: Learning to Segment Anything with Unified Reinforced Reasoning AAAI 2026

PIPHEN: Physical Interaction Prediction with Hamiltonian Energy Networks AAAI 2026

FARM: Frame-Accelerated Augmentation and Residual Mixture-of-Experts for Physics-Based High-Dynamic Humanoid Control AAAI 2026

InEx: Hallucination Mitigation via Introspection and Cross-Modal Multi-Agent Collaboration AAAI 2026

Sentient: Detecting APTs via Capturing Indirect Dependencies and Behavioral Logic AAAI 2026

Reasoning with Exploration: An Entropy Perspective AAAI 2026

Boosting ASR Robustness via Test-Time Reinforcement Learning with Audio-Text Semantic Rewards AAAI 2026

Where Norms and References Collide: Evaluating LLMs on Normative Reasoning AAAI 2026

Co-Layout: LLM-driven Co-optimization for Interior Layout AAAI 2026

Key Decision-Makers in Multi-Agent Debates: Who Holds the Power? AAAI 2026

Patho-AgenticRAG: Towards Multimodal Agentic Retrieval-Augmented Generation for Pathology VLMs via Reinforcement Learning AAAI 2026

A²Flow: Automating Agentic Workflow Generation via Self-Adaptive Abstraction Operators AAAI 2026