Multi-Agent Systems

Learning Explicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning via Polarization Policy Gradient AAAI 2023 Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning AAAI 2023 Learning from Mistakes via Cooperative Study Assistant for Large Language Models EMNLP 2023 Learning in Multi-Memory Games Triggers Complex Dynamics Diverging from Nash Equilibrium IJCAI 2023 Learning Intuitive Policies Using Action Features ICML 2023 Learning Mean-Field Games with Discounted and Average Costs JMLR 2023 Learning Rationalizable Equilibria in Multiplayer Games ICLR 2023 Learning to Optimize Differentiable Games ICML 2023 Learning Trust Over Directed Graphs in Multiagent Systems L4DC 2023 Learning While Scheduling in Multi-Server Systems With Unknown Statistics: MaxWeight with Discounted UCB AISTATS 2023 Learning Zero-Shot Cooperation with Humans, Assuming Humans Are Biased ICLR 2023 LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation EMNLP 2023 Local Optimization Achieves Global Optimality in Multi-Agent Reinforcement Learning ICML 2023 MACTA: A Multi-agent Reinforcement Learning Approach for Cache Timing Attacks and Detection ICLR 2023 MAESTRO: Open-Ended Environment Design for Multi-Agent Reinforcement Learning ICLR 2023 MANSA: Learning Fast and Slow in Multi-Agent Systems ICML 2023 Markov Game Video Augmentation for Action Segmentation ICCV 2023 MARLlib: A Scalable and Efficient Multi-agent Reinforcement Learning Library JMLR 2023 Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning ICLR 2023 Maximin-Aware Allocations of Indivisible Chores with Symmetric and Asymmetric Agents IJCAI 2023 Maximizing the Probability of Fixation in the Positional Voter Model AAAI 2023 MBPTrack: Improving 3D Point Cloud Tracking with Memory Networks and Box Priors ICCV 2023 Measuring Acoustics with Collaborative Multiple Agents IJCAI 2023 Mediated Cheap Talk Design AAAI 2023 MEOW - Multi-Objective Evolutionary Weapon Detection AutoML 2023