Multi-Agent Systems

TAMAS: Benchmarking Adversarial Risks in Multi-Agent LLM Systems ACL 2026 Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment ACL 2026 Taming "Zombie" Agents: A Markov State-Aware Framework for Resilient Multi-Agent Evolution ACL 2026 Tandem Training for Language Models EACL 2026 Tapas Are Free! Training-Free Adaptation of Programmatic Agents via LLM-Guided Program Synthesis in Dynamic Environments AAAI 2026 TartanMaroon: Multi-Agent Academic Advising with Iterative Negotiation and Transparent Collaboration ACL 2026 TaskForce: Cooperative Multi-agent Reinforcement Learning for Multi-task Optimization CVPR 2026 Task Prototype-Based Knowledge Retrieval for Multi-Task Learning from Partially Annotated Data AAAI 2026 TCoT: Trajectory Chain-of-Thoughts for Robotic Manipulation with Failure Recovery in Vision-Language-Action Model AAAI 2026 TeamFusion: Supporting Open-ended Teamwork with Multi-Agent Systems ACL 2026 TeamHOI: Learning a Unified Policy for Cooperative Human-Object Interactions with Any Team Size CVPR 2026 Teams of LLM Agents can Exploit Zero-Day Vulnerabilities EACL 2026 Testing Under Strategic Manipulation: Mechanism Design for Human and AI Institutions AAAI 2026 The AI Committee: A Multi-Agent Framework for Automated Validation and Remediation of Web-Sourced Data EACL 2026 The Confident Liar: Diagnosing Multi-Agent Debate with Log-Probabilities and LLM-as-Judge ACL 2026 Theory-of-Mind in Partially Observed, Mixed-Motive Games AAAI 2026 The Price of Thought: A Multilingual Analysis of Reasoning, Performance, and Cost of Negotiation in Large Language Models EACL 2026 The Publication Choice Problem AAAI 2026 The Search for Stability: Learning Dynamics of Strategic Publishers with Initial Documents (Abstract Reprint) AAAI 2026 The Shepherd Test: How Will Super Intelligent Agents Balance Care and Control in Asymmetric Relationships? AAAI 2026 Thesis Proposal: A Multi-Agent System for Ontology-Based Perspective-Aware Knowledge Extraction EACL 2026 The Stackelberg Speaker: Optimizing Persuasive Communication in Social Deduction Games ACL 2026 The Subtle Art of Defection: Understanding Uncooperative Behaviors in LLM based Multi-Agent Systems EACL 2026 Think How Your Teammates Think: Active Inference Can Benefit Decentralized Execution AAAI 2026 Think, Then Verify: A Hypothesis-Verification Multi-Agent Framework for Long Video Understanding CVPR 2026