Multi-Agent Systems

Modelling the Dynamics of Regret Minimization in Large Agent Populations: a Master Equation Approach IJCAI 2022 Multi-Agent Concentrative Coordination with Decentralized Task Representation IJCAI 2022 Multi-agent Dynamic Algorithm Configuration NeurIPS 2022 Multi-Agent Incentive Communication via Decentralized Teammate Modeling AAAI 2022 Multi-Agent MDP Homomorphic Networks ICLR 2022 Multi-Agent Multi-Armed Bandits with Limited Communication JMLR 2022 Multi-Agent Online Optimization with Delays: Asynchronicity, Adaptivity, and Optimism JMLR 2022 Multi-Agent Reinforcement Learning is a Sequence Modeling Problem NeurIPS 2022 Multi-Agent Reinforcement Learning with General Utilities via Decentralized Shadow Reward Actor-Critic AAAI 2022 Multi-Player Multi-Armed Bandits with Finite Shareable Resources Arms: Learning Algorithms & Applications IJCAI 2022 Multi-Robot Active Mapping via Neural Bipartite Graph Matching CVPR 2022 Multi-Robot Scene Completion: Towards Task-Agnostic Collaborative Perception CoRL 2022 Multi-Unit Auction in Social Networks with Budgets AAAI 2022 Mutual Understanding in Human-Machine Teaming AAAI 2022 Near-Optimal Collaborative Learning in Bandits NeurIPS 2022 Near-Optimal Multi-Agent Learning for Safe Coverage Control NeurIPS 2022 Network Creation with Homophilic Agents IJCAI 2022 Neural Payoff Machines: Predicting Fair and Stable Payoff Allocations Among Team Members NeurIPS 2022 Noise Robust Core-stable Coalitions of Hedonic Games ACML 2022 No-Regret Learning in Time-Varying Zero-Sum Games ICML 2022 NSGZero: Efficiently Learning Non-exploitable Policy in Large-Scale Network Security Games with Neural Monte Carlo Tree Search AAAI 2022 OAM: An Option-Action Reinforcement Learning Framework for Universal Multi-Intersection Control AAAI 2022 Offline Time-Independent Multi-Agent Path Planning IJCAI 2022 Off-Team Learning NeurIPS 2022 One Agent To Rule Them All: Towards Multi-agent Conversational AI ACL 2022