Multi-Agent Systems

A Category-Theoretic Approach to Neural-Symbolic Task Planning with Bidirectional Search EMNLP 2025 ACC-Collab: An Actor-Critic Approach to Multi-Agent LLM Collaboration ICLR 2025 Accessible Hardware Implementation for Multi-Agent Collective Construction AAAI 2025 A Chain-of-Task Framework for Instruction Tuning of LLMs Based on Chinese Grammatical Error Correction COLING 2025 Achieving Maximin Share and EFX/EF1 Guarantees Simultaneously AAAI 2025 A Collaborative Reasoning Framework Powered by Reinforcement Learning and Large Language Models for Complex Questions Answering over Knowledge Graph COLING 2025 Act2P: LLM-Driven Online Dialogue Act Classification for Power Analysis ACL 2025 ACT: Knowledgeable Agents to Design and Perform Complex Tasks ACL 2025 AdamMeme: Adaptively Probe the Reasoning Capacity of Multimodal Large Language Models on Harmfulness ACL 2025 Adaptive Coopetition: Leveraging Coarse Verifier Signals for Resilient Multi-Agent LLM Reasoning IJCNLP 2025 Adaptive Human-Robot Collaboration using Type-Based IRL UAI 2025 Adaptive Manipulation for Coalitions in Knockout Tournaments AAAI 2025 A Decoupled Multi-Agent Framework for Complex Text Style Transfer EMNLP 2025 Ad-Hoc Human-AI Coordination Challenge ICML 2025 ADPFedGNN: Adaptive Decoupling Personalized Federated Graph Neural Network IJCAI 2025 A Dual-Mind Framework for Strategic and Expressive Negotiation Agent ACL 2025 Advancing Collaborative Debates with Role Differentiation through Multi-Agent Reinforcement Learning ACL 2025 Advantage Alignment Algorithms ICLR 2025 Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees ICML 2025 AdversaryAI at BLP-2025 Task 2: A Think, Refine, and Generate (TriGen) System with LoRA and Self-Refinement for Code Generation AACL 2025 Affordances-Oriented Planning Using Foundation Models for Continuous Vision-Language Navigation AAAI 2025 AffordDexGrasp: Open-set Language-guided Dexterous Grasp with Generalizable-Instructive Affordance ICCV 2025 Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning AAAI 2025 Agent-based Modeling Meets the Capability Approach for Human Development: Simulating Homelessness Policy-making IJCAI 2025 Agent-based modelling, sound change, and metaphony in Southern Italian varieties of Italo-Romance. Interspeech 2025