Multi-Agent Systems

Multi-agent Reinforcement Learning for Networked System Control ICLR 2020 Multi-Agent/Robot Deep Reinforcement Learning with Macro-Actions (Student Abstract) AAAI 2020 Multi-Agent Routing Value Iteration Network ICML 2020 Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition ACL 2020 Multi-Objective Multi-Agent Planning for Jointly Discovering and Tracking Mobile Objects AAAI 2020 Multi-Task Reinforcement Learning with Soft Modularization NeurIPS 2020 Neighborhood Cognition Consistent Multi-Agent Reinforcement Learning AAAI 2020 Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning IJCAI 2020 On the Convergence of Model Free Learning in Mean Field Games AAAI 2020 Optimal Exploration Algorithm of Multi-Agent Reinforcement Learning Methods (Student Abstract) AAAI 2020 Optimally Solving Two-Agent Decentralized POMDPs Under One-Sided Information Sharing ICML 2020 OPtions as REsponses: Grounding behavioural hierarchies in multi-agent reinforcement learning ICML 2020 “Other-Play” for Zero-Shot Coordination ICML 2020 Partner Selection for the Emergence of Cooperation in Multi-Agent Systems Using Reinforcement Learning AAAI 2020 Promoting Coordination through Policy Regularization in Multi-Agent Deep Reinforcement Learning NeurIPS 2020 Provable Self-Play Algorithms for Competitive Reinforcement Learning ICML 2020 Q-value Path Decomposition for Deep Multiagent Reinforcement Learning ICML 2020 R2-B2: Recursive Reasoning-Based Bayesian Optimization for No-Regret Learning in Games ICML 2020 Reasoning on Knowledge Graphs with Debate Dynamics AAAI 2020 Rebalancing Expanding EV Sharing Systems with Deep Reinforcement Learning IJCAI 2020 Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems UAI 2020 RMM: A Recursive Mental Model for Dialogue Navigation EMNLP 2020 Robust Market Making via Adversarial Reinforcement Learning IJCAI 2020 Robust Multi-Agent Reinforcement Learning with Model Uncertainty NeurIPS 2020 ROMA: Multi-Agent Reinforcement Learning with Emergent Roles ICML 2020