Multi-Agent Systems

Efficient Deep Learning for Multi Agent Pathfinding AAAI 2022 Turbocharging Solution Concepts: Solving NEs, CEs and CCEs with Neural Equilibrium Solvers NeurIPS 2022 Analyzing Games with a Variable Number of Players AAAI 2021 Computing Ex Ante Coordinated Team-Maxmin Equilibria in Zero-Sum Multiplayer Extensive-Form Games AAAI 2021 ContriQ: Ally-Focused Cooperation and Enemy-Concentrated Confrontation in Multi-Agent Reinforcement Learning ACML 2021 Decentralized Policy Gradient Descent Ascent for Safe Multi-Agent Reinforcement Learning AAAI 2021 Learning Game-Theoretic Models of Multiagent Trajectories Using Implicit Layers AAAI 2021 Multi-agent Reinforcement Learning for Decentralized Coalition Formation Games AAAI 2021 RODE: Learning Roles to Decompose Multi-Agent Tasks ICLR 2021 Compositional languages emerge in a neural iterated learning model ICLR 2020 Multi-Agent Mutual Learning at Sentence-Level and Token-Level for Neural Machine Translation EMNLP 2020 TA-Student VQA: Multi-Agents Training by Self-Questioning CVPR 2020 Collaborative Policy Learning for Open Knowledge Graph Reasoning EMNLP 2019 Evolution of Collective Fairness in Hybrid Populations of Humans and Agents AAAI 2019 Learning to Teach in Cooperative Multiagent Reinforcement Learning AAAI 2019 Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks ICLR 2019 Multi-Agent Dual Learning ICLR 2019 Multi-agent Learning for Neural Machine Translation EMNLP 2019 On-Line Adaptative Curriculum Learning for GANs AAAI 2019 Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning NeurIPS 2019 Emergent Communication in a Multi-Modal, Multi-Step Referential Game ICLR 2018 Ex ante coordination and collusion in zero-sum multi-player extensive-form games NeurIPS 2018 Multi-Agent Diverse Generative Adversarial Networks CVPR 2018 Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols NeurIPS 2017 VAIN: Attentional Multi-agent Predictive Modeling NeurIPS 2017