Artificial Intelligence › Core AI ›

Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation EMNLP 2024

Secret Collusion among AI Agents: Multi-Agent Deception via Steganography NIPS 2024

Imperfect-Recall Games: Equilibrium Concepts and Their Complexity IJCAI 2024

Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal AAAI 2024

SocialCircle: Learning the Angle-based Social Interaction Representation for Pedestrian Trajectory Prediction CVPR 2024

UKP-SQuARE v3: A Platform for Multi-Agent QA Research ACL 2023

Cooperative Multi-Agent Learning in a Complex World: Challenges and Solutions AAAI 2023

Better Environments for Better AI AAAI 2023

Towards Safe and Resilient Autonomy in Multi-Robot Systems AAAI 2023

Universal Morphology Control via Contextual Modulation ICML 2023

Networked Restless Bandits with Positive Externalities AAAI 2023

A Game-Theoretic Framework for Managing Risk in Multi-Agent Systems ICML 2023

Complementary Attention for Multi-Agent Reinforcement Learning ICML 2023

Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability ICML 2023

Prometheus: Taming Sample and Communication Complexities in Constrained Decentralized Stochastic Bilevel Learning ICML 2023

Partially Observable Multi-agent RL with (Quasi-)Efficiency: The Blessing of Information Sharing ICML 2023

RACE: Improve Multi-Agent Reinforcement Learning with Representation Asymmetry and Collaborative Evolution ICML 2023

Who Needs to Know? Minimal Knowledge for Optimal Coordination ICML 2023

The Impact of Exploration on Convergence and Performance of Multi-Agent Q-Learning Dynamics ICML 2023

Periodic Multi-Agent Path Planning AAAI 2023

Zero-Shot Linear Combinations of Grounded Social Interactions with Linear Social MDPs AAAI 2023

Hardness of Independent Learning and Sparse Equilibrium Computation in Markov Games ICML 2023

Context-Aware Bayesian Network Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning ICML 2023

Learning to Optimize Differentiable Games ICML 2023

Multi-Agent Learning from Learners ICML 2023