Papers
Quantifying the Self-Interest Level of Markov Social Dilemmas
Richard Willis, Yali Du, Joel Z. Leibo et al.
Streaming Multi-agent Pathfinding
Mingkai Tang, Lu Gan, Kaichen Zhang
Synthesis of Communication Policies for Multi-Agent Systems Robust to Communication Restrictions
Saleh Soudijani, Rayna Dimitrova
Simulating Misinformation Diffusion on Social Media Through CoNVaI: A Textual- and Agent-Based Diffusion Model
Raquel Rodríguez-García, Roberto Centeno, Álvaro Rodrigo
Multi-Agent Corridor Generating Algorithm
Arseni Pertzovskiy, Roni Stern, Roie Zivan et al.
Multi Objective Quantile Based Reinforcement Learning for Modern Urban Planning
Lukasz Pelcner, Leandro Soriano Marcolino, Matheus Aparecido do Carmo Alves et al.
Navigating Social Dilemmas with LLM-based Agents via Consideration of Future Consequences
Dung Nguyen, Hung Le, Kien Do et al.
Beyond Winning Strategies: Admissible and Admissible Winning Strategies for Quantitative Reachability Games
Karan Muvvala, Qi Heng Ho, Morteza Lahijanian
Constructive Conflict-Driven Multi-Agent Reinforcement Learning for Strategic Diversity
Yuxiang Mai, Qiyue Yin, Wancheng Ni et al.
Deep Learning-Based Pedestrian Simulation with Limited Real-World Training Data: An Evaluation Framework
Vahid Mahzoon, Abigail Liu, Slobodan Vucetic
Odyssey : Empowering Minecraft Agents with Open-World Skills
Shunyu Liu, Yaoru Li, Kongcheng Zhang et al.
Online Resource Sharing: Better Robust Guarantees via Randomized Strategies
David X. Lin, Daniel Hall, Giannis Fikioris et al.
Asynchronous Credit Assignment for Multi-Agent Reinforcement Learning
Yongheng Liang, Hejun Wu, Haitao Wang et al.
Combining Deep Reinforcement Learning and Search with Generative Models for Game-Theoretic Opponent Modeling
Zun Li, Marc Lanctot, Kevin R. McKee et al.
RoLocMe: A Robust Multi-agent Source Localization System with Learning-based Map Estimation
Thanh Dat Le, Lyuzhou Ye, Yan Huang
Approximate Verification of Strategic Abilities under Imperfect Information Using Local Models
Damian Kurpiewski, Wojciech Jamroga, Yan Kim
Steady-State Strategy Synthesis for Swarms of Autonomous Agents
Martin Jonáš, Antonín Kučera, Vojtěch Kůr et al.
Strategies, Credences, and Shannon Entropy: Reasoning about Strategic Uncertainty in Stochastic Environments
Wojciech Jamroga, Michał Tomasz Godziszewski, Aniello Murano
MIRROR: Multi-agent Intra- and Inter-Reflection for Optimized Reasoning in Tool Learning
Zikang Guo, Benfeng Xu, Xiaorui Wang et al.
Resistance is Futile: Gradually Declining Immunity Retains the Exponential Duration of Immunity-Free Diffusion
Andreas Göbel, Nicolas Klodt, Martin S. Krejca et al.
L2M2: A Hierarchical Framework Integrating Large Language Model and Multi-agent Reinforcement Learning
Minghong Geng, Shubham Pateria, Budhitama Subagdja et al.
SocialMP: Learning Social Aware Motion Patterns via Additive Fusion for Pedestrian Trajectory Prediction
Tianci Gao, Yuzhen Zhang, Hang Guo et al.
Argument-based Multi-Issue Negotiation
Thalya Fossey, Jean-Guy Mailly, Pavlos Moraitis
Co-Learning of Strategy and Structure Achieves Full Cooperation in Complex Networks with Dynamical Linking
Xiaoqing Fan, Chin-wing Leung, Paolo Turrini