Multi-Agent Systems

Model-Based Multi-Agent RL in Zero-Sum Markov Games with Near-Optimal Sample Complexity JMLR 2023 Models as Agents: Optimizing Multi-Step Predictions of Interactive Local Models in Model-Based Multi-Agent Reinforcement Learning AAAI 2023 More Centralized Training, Still Decentralized Execution: Multi-Agent Conditional Policy Factorization ICLR 2023 MotionDiffuser: Controllable Multi-Agent Motion Prediction Using Diffusion CVPR 2023 Multi-Action Dialog Policy Learning from Logged User Feedback AAAI 2023 Multi-Agent Advisor Q-Learning (Extended Abstract) IJCAI 2023 Multi-Agent Automated Machine Learning CVPR 2023 Multi-Agent congestion cost minimization with linear function approximations AISTATS 2023 Multi-Agent First Order Constrained Optimization in Policy Space NeurIPS 2023 Multi-Agent Learning from Learners ICML 2023 Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task Similarity NeurIPS 2023 Multi-Agent Reinforcement Learning with Reward Delays L4DC 2023 Multi-Player Zero-Sum Markov Games with Networked Separable Interactions NeurIPS 2023 Multi-User Reinforcement Learning with Low Rank Rewards ICML 2023 Mutual-Information Regularized Multi-Agent Policy Iteration NeurIPS 2023 NA^2Q: Neural Attention Additive Model for Interpretable Multi-Agent Q-Learning ICML 2023 Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game ICLR 2023 Neural MMO 2.0: A Massively Multi-task Addition to Massively Multi-agent Learning NeurIPS 2023 OFCOURSE: A Multi-Agent Reinforcement Learning Environment for Order Fulfillment NeurIPS 2023 Offline Congestion Games: How Feedback Type Affects Data Coverage Requirement ICLR 2023 Offline Learning in Markov Games with General Function Approximation ICML 2023 Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization NeurIPS 2023 One-shot Imitation in a Non-Stationary Environment via Multi-Modal Skill ICML 2023 On Imitation in Mean-field Games NeurIPS 2023 Online Defense Strategies for Reinforcement Learning Against Adaptive Reward Poisoning AISTATS 2023