Artificial Intelligence › Core AI ›

Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

StateAct: Enhancing LLM Base Agents via Self-prompting and State-tracking ACL 2025

Bad AI, Good AI: Rethinking the Agency of Our Artificial Teammates AAAI 2025

CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds NAACL 2025

A Multi-Granularity Clustering Approach for Federated Backdoor Defense with the Adam Optimizer IJCAI 2025

mmCooper: A Multi-agent Multi-stage Communication-efficient and Collaboration-robust Cooperative Perception Framework ICCV 2025

Team INSALyon2 at SemEval-2025 Task 10: A Zero-shot Agentic Approach to Text Classification ACL 2025

Towards Efficient Collaboration via Graph Modeling in Reinforcement Learning AAAI 2025

Uncommon Belief in Rationality AAAI 2025

Swushroomsia at SemEval-2025 Task 3: Probing LLMs’ Collective Intelligence for Multilingual Hallucination Detection ACL 2025

Searching for Structure: Investigating Emergent Communication with Large Language Models COLING 2025

Inapproximability of Optimal Multi-Agent Pathfinding Problems AAAI 2025

Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions ACL 2025

Multi-Agent LLM Debate Unveils the Premise Left Unsaid ACL 2025

AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator COLING 2025

Communication Makes Perfect: Persuasion Dataset Construction via Multi-LLM Communication NAACL 2025

Neural Operators Can Play Dynamic Stackelberg Games JMLR 2025

A Survey on One-To-Many Negotiation: A Taxonomy of Interdependency IJCAI 2025

Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack NAACL 2025

Anywhere: A Multi-Agent Framework for User-Guided, Reliable, and Diverse Foreground-Conditioned Image Generation AAAI 2025

CADP: Towards Better Centralized Learning for Decentralized Execution in MARL IJCAI 2025

A Collaborative Reasoning Framework Powered by Reinforcement Learning and Large Language Models for Complex Questions Answering over Knowledge Graph COLING 2025

CtrlNews: LLM-based Multi-Agent Controllable News Writing via Knowledge Gravitational Field EMNLP 2025

Smart Contracts for Trustless Sampling of Correlated Equilibria IJCAI 2025

Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMs COLING 2025

Orpheus: Engineering Multiagent Systems via Communicating Agents AAAI 2025