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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

RobuMTL: Enhancing Multi-Task Learning Robustness Against Weather Conditions WACV 2026

MANTA: Physics-Informed Generalized Underwater Object Tracking WACV 2026

Local Guidance for Configuration-Based Multi-Agent Pathfinding AAAI 2026

Efficient Multiagent Planning via Shared Action Suggestions AAAI 2026

Adversarial Attack on Black-Box Multi-Agent by Adaptive Perturbation AAAI 2026

IPDA:Intelligent Perception Delay Alignment Method Based on Spatio-Temporal Co-Sensing Calibration AAAI 2026

Truncated Counterfactual Learning for Anytime Multi-Agent Path Finding AAAI 2026

A Graph-Theoretical Perspective on Law Design for Multiagent Systems AAAI 2026

BTPG-max: Achieving Local Maximal Bidirectional Pairs for Bidirectional Temporal Plan Graphs AAAI 2026

MACoT: Synthesizing Chains of Thought for Small Models via Multi-Agent Collaboration AAAI 2026

From Text to Simulation: A Multi-Agent LLM Workflow for Automated Chemical Process Design AAAI 2026

Attack the Messages, Not the Agents: A Multi-round Adaptive Stealthy Tampering Framework for LLM-MAS AAAI 2026

Learning to Deliberate: Meta-policy Collaboration for Agentic LLMs with Multi-agent Reinforcement Learning AAAI 2026

JudgeBoard: Benchmarking and Enhancing Small Language Models for Reasoning Evaluation AAAI 2026

Causal, Strategic, and Combined Responsibility Attribution in Situation Calculus Concurrent Game Structures AAAI 2026

FocalComm: Hard Instance-Aware Multi-Agent Perception WACV 2026

Exploiting Geometric Structures for Modeling Multi-Agent Behaviors: A New Thinking AAAI 2026

Complex Instruction Following with Diverse Style Policies in Football Games AAAI 2026

SGoT-R1: Social Graph of Thought Reasoning-Enhanced Multimodal Large Language Model for Harmful Meme Detection AAAI 2026

Beyond the Lower Bound: Bridging Regret Minimization and Best Arm Identification in Lexicographic Bandits AAAI 2026

Many Minds, One Path: LLM-Augmented Consensus Decision for Distributed Control in Multi-Agent Collaborative Stable Scenarios AAAI 2026

MedEyes: Learning Dynamic Visual Focus for Medical Progressive Diagnosis AAAI 2026

Conditional Diffusion Model for Multi-Agent Dynamic Task Decomposition AAAI 2026

Robust Decentralized Multi-armed Bandits: From Corruption-Resilience to Byzantine-Resilience AAAI 2026

FD-MAGRPO: Functionality-Driven Multi-Agent Group Relative Policy Optimization for Analog-LDO Sizing AAAI 2026