Multi-Agent Systems

Models as Agents: Optimizing Multi-Step Predictions of Interactive Local Models in Model-Based Multi-Agent Reinforcement Learning AAAI 2023 Multi-Agent congestion cost minimization with linear function approximations AISTATS 2023 Multi-Agent Language Learning: Symbolic Mapping ACL 2023 Multiplayer Performative Prediction: Learning in Decision-Dependent Games JMLR 2023 Multi-Player Zero-Sum Markov Games with Networked Separable Interactions NeurIPS 2023 Multi-Unit Auctions for Allocating Chance-Constrained Resources AAAI 2023 Multi-User Reinforcement Learning with Low Rank Rewards ICML 2023 Multiwinner Voting with Possibly Unavailable Candidates AAAI 2023 Neural Stochastic Differential Games for Time-series Analysis ICML 2023 No-regret Algorithms for Fair Resource Allocation NeurIPS 2023 One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems ACL 2023 On Imitation in Mean-field Games NeurIPS 2023 Online Learning in Stackelberg Games with an Omniscient Follower ICML 2023 Online Performative Gradient Descent for Learning Nash Equilibria in Decision-Dependent Games NeurIPS 2023 Online Pricing for Multi-User Multi-Item Markets NeurIPS 2023 Online Tuning for Offline Decentralized Multi-Agent Reinforcement Learning AAAI 2023 On the Relationship Between Relevance and Conflict in Online Social Link Recommendations NeurIPS 2023 Oracles & Followers: Stackelberg Equilibria in Deep Multi-Agent Reinforcement Learning ICML 2023 Policy Gradient Methods Find the Nash Equilibrium in N-player General-sum Linear-quadratic Games JMLR 2023 Prometheus: Taming Sample and Communication Complexities in Constrained Decentralized Stochastic Bilevel Learning ICML 2023 ProphNet: Efficient Agent-Centric Motion Forecasting With Anchor-Informed Proposals CVPR 2023 RACE: Improve Multi-Agent Reinforcement Learning with Representation Asymmetry and Collaborative Evolution ICML 2023 Regret-Minimizing Double Oracle for Extensive-Form Games ICML 2023 Reward Poisoning Attacks on Offline Multi-Agent Reinforcement Learning AAAI 2023 Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities NeurIPS 2023