Multi-Agent Systems

Robust Market Making via Adversarial Reinforcement Learning IJCAI 2020 Scalable Reinforcement Learning of Localized Policies for Multi-Agent Networked Systems L4DC 2020 Shapley Q-Value: A Local Reward Approach to Solve Global Reward Games AAAI 2020 Small Nash Equilibrium Certificates in Very Large Games NeurIPS 2020 Solving Discounted Stochastic Two-Player Games with Near-Optimal Time and Sample Complexity AISTATS 2020 Strategies for Cooperative UAVs Using Model Predictive Control IJCAI 2020 Strategy-Proof and Non-Wasteful Multi-Unit Auction via Social Network AAAI 2020 Structure Learning for Approximate Solution of Many-Player Games AAAI 2020 What is Local Optimality in Nonconvex-Nonconcave Minimax Optimization? ICML 2020 A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems AAAI 2019 A Generic Approach to Accelerating Belief Propagation Based Incomplete Algorithms for DCOPs via a Branch-and-Bound Technique AAAI 2019 Asymptotically Optimal Planning for Non-Myopic Multi-Robot Information Gathering RSS 2019 Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning ICML 2019 Collective Online Learning of Gaussian Processes in Massive Multi-Agent Systems AAAI 2019 CommNets: Communicating Neural Network Architectures for Resource Constrained Systems AAAI 2019 Composable Modular Reinforcement Learning AAAI 2019 Constraint Games for Stable and Optimal Allocation of Demands in SDN IJCAI 2019 Continual and Multi-Task Architecture Search ACL 2019 Cooperation Enforcement and Collusion Resistance in Repeated Public Goods Games AAAI 2019 Correlated Learning for Aggregation Systems UAI 2019 CRSRL: Customer Routing System Using Reinforcement Learning IJCAI 2019 DAC: The Double Actor-Critic Architecture for Learning Options NeurIPS 2019 Deep Reinforcement Learning for Ride-sharing Dispatching and Repositioning IJCAI 2019 Determinantal Reinforcement Learning AAAI 2019 Discrimination in Online Markets: Effects of Social Bias on Learning from Reviews and Policy Design NeurIPS 2019