Multi-Agent Systems

RiskQ: Risk-sensitive Multi-Agent Reinforcement Learning Value Factorization NeurIPS 2023 Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers AAAI 2023 Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Stable Algorithms NeurIPS 2023 Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program AAAI 2023 Robust Subtask Learning for Compositional Generalization ICML 2023 RPM: Generalizable Multi-Agent Policies for Multi-Agent Reinforcement Learning ICLR 2023 Safe Interactive Autonomy for Multi-Agent Systems AAAI 2023 Satellite Navigation and Coordination with Limited Information Sharing L4DC 2023 Scalable Communication for Multi-Agent Reinforcement Learning via Transformer-Based Email Mechanism IJCAI 2023 Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation ICML 2023 Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities NeurIPS 2023 Selectively Sharing Experiences Improves Multi-Agent Reinforcement Learning NeurIPS 2023 Self-Supervised Neuron Segmentation with Multi-Agent Reinforcement Learning IJCAI 2023 SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning NeurIPS 2023 Social learning spontaneously emerges by searching optimal heuristics with deep reinforcement learning ICML 2023 Social Motion Prediction with Cognitive Hierarchies NeurIPS 2023 Social Motivation for Modelling Other Agents under Partial Observability in Decentralised Training IJCAI 2023 Solving Continuous Control via Q-learning ICLR 2023 SOREO: A System for Safe and Autonomous Drones Fleet Navigation with Reinforcement Learning AAAI 2023 Stateful Active Facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning ICLR 2023 Stochastic Gradient Succeeds for Bandits ICML 2023 Subspace-Aware Exploration for Sparse-Reward Multi-Agent Tasks AAAI 2023 Swarm Reinforcement Learning for Adaptive Mesh Refinement NeurIPS 2023 Symmetric (Optimistic) Natural Policy Gradient for Multi-Agent Learning with Parameter Convergence AISTATS 2023 Synthesizing Resilient Strategies for Infinite-Horizon Objectives in Multi-Agent Systems IJCAI 2023