Multi-Agent Systems

Scalable Multi-Agent Reinforcement Learning for Networked Systems with Average Reward NeurIPS 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 Shared Experience Actor-Critic for Multi-Agent Reinforcement Learning NeurIPS 2020 Simplified Action Decoder for Deep Multi-Agent Reinforcement Learning ICLR 2020 Simultaneously Learning Stochastic and Adversarial Episodic MDPs with Known Transition NeurIPS 2020 Sketch Less for More: On-the-Fly Fine-Grained Sketch-Based Image Retrieval CVPR 2020 SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning AAAI 2020 Solving Discounted Stochastic Two-Player Games with Near-Optimal Time and Sample Complexity AISTATS 2020 Stateful Posted Pricing with Vanishing Regret via Dynamic Deterministic Markov Decision Processes NeurIPS 2020 Strategies for Cooperative UAVs Using Model Predictive Control IJCAI 2020 Succinct and Robust Multi-Agent Communication With Temporal Message Control NeurIPS 2020 Theory of Mind with Guilt Aversion Facilitates Cooperative Reinforcement Learning ACML 2020 The route to chaos in routing games: When is price of anarchy too optimistic? NeurIPS 2020 Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control AAAI 2020 Towards Playing Full MOBA Games with Deep Reinforcement Learning NeurIPS 2020 Truly Batch Model-Free Inverse Reinforcement Learning about Multiple Intentions AISTATS 2020 Weighted QMIX: Expanding Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning NeurIPS 2020 A Continuous Actor-Critic Reinforcement Learning Approach to Flocking with Fixed-Wing UAVs ACML 2019 Actor-Attention-Critic for Multi-Agent Reinforcement Learning ICML 2019 Adaptive Optimization Framework for Control of Multi-Agent Systems AAAI 2019 A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation NeurIPS 2019 An Imperfect Algorithm for Coalition Structure Generation AAAI 2019 A Regularized Opponent Model with Maximum Entropy Objective IJCAI 2019 A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning NeurIPS 2019