Multi-Agent Systems

Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence AAAI 2020 Asynchronous Coagent Networks ICML 2020 A Variational Perturbative Approach to Planning in Graph-Based Markov Decision Processes AAAI 2020 Balancing Individual Preferences and Shared Objectives in Multiagent Reinforcement Learning IJCAI 2020 Bayesian Learning with Adaptive Load Allocation Strategies L4DC 2020 Bi-Level Actor-Critic for Multi-Agent Coordination AAAI 2020 Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning ICML 2020 Breaking the Curse of Many Agents: Provable Mean Embedding Q-Iteration for Mean-Field Reinforcement Learning ICML 2020 Calibration of Shared Equilibria in General Sum Partially Observable Markov Games NeurIPS 2020 Combinatorial Pure Exploration for Dueling Bandit ICML 2020 Communication Learning via Backpropagation in Discrete Channels with Unknown Noise AAAI 2020 Continual Learning of Control Primitives : Skill Discovery via Reset-Games NeurIPS 2020 Continuous Multiagent Control Using Collective Behavior Entropy for Large-Scale Home Energy Management AAAI 2020 Cooperative Multi-Agent Bandits with Heavy Tails ICML 2020 Crush Optimism with Pessimism: Structured Bandits Beyond Asymptotic Optimality NeurIPS 2020 Curriculum learning for multilevel budgeted combinatorial problems NeurIPS 2020 Decentralized MCTS via Learned Teammate Models IJCAI 2020 Decentralized TD Tracking with Linear Function Approximation and its Finite-Time Analysis NeurIPS 2020 Deep Coordination Graphs ICML 2020 Deep Latent Competition: Learning to Race Using Visual Control Policies in Latent Space CoRL 2020 Dynamic Multi-Robot Task Allocation under Uncertainty and Temporal Constraints RSS 2020 Effective Diversity in Population Based Reinforcement Learning NeurIPS 2020 Emergent Reciprocity and Team Formation from Randomized Uncertain Social Preferences NeurIPS 2020 Emergent Tool Use From Multi-Agent Autocurricula ICLR 2020 Ergodic Specifications for Flexible Swarm Control: From User Commands to Persistent Adaptation RSS 2020