Multi-Agent Systems

Competitive Multi-agent Inverse Reinforcement Learning with Sub-optimal Demonstrations ICML 2018 Coordinated Exploration in Concurrent Reinforcement Learning ICML 2018 Credit Assignment For Collective Multiagent RL With Global Rewards NeurIPS 2018 DiCE: The Infinitely Differentiable Monte Carlo Estimator ICML 2018 Distributed Multitask Reinforcement Learning with Quadratic Convergence NeurIPS 2018 Emergent Communication through Negotiation ICLR 2018 Emergent Complexity via Multi-Agent Competition ICLR 2018 Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents ICML 2018 Impression Allocation for Combating Fraud in E-commerce Via Deep Reinforcement Learning with Action Norm Penalty IJCAI 2018 Improving Multi-Robot Behavior Using Learning-Based Receding Horizon Task Allocation RSS 2018 Inequity aversion improves cooperation in intertemporal social dilemmas NeurIPS 2018 Keeping in Touch with Collaborative UAVs: A Deep Reinforcement Learning Approach IJCAI 2018 Learning Deep Mean Field Games for Modeling Large Population Behavior ICLR 2018 Learning Others' Intentional Models in Multi-Agent Settings Using Interactive POMDPs NeurIPS 2018 Learning Policy Representations in Multiagent Systems ICML 2018 Learning to Act in Decentralized Partially Observable MDPs ICML 2018 Learning to Coordinate with Coordination Graphs in Repeated Single-Stage Multi-Agent Decision Problems ICML 2018 Learning to Design Games: Strategic Environments in Reinforcement Learning IJCAI 2018 Learning to Share and Hide Intentions using Information Regularization NeurIPS 2018 Mean Field Multi-Agent Reinforcement Learning ICML 2018 Modeling Others using Oneself in Multi-Agent Reinforcement Learning ICML 2018 Multi-Agent Reinforcement Learning via Double Averaging Primal-Dual Optimization NeurIPS 2018 Negotiable Reinforcement Learning for Pareto Optimal Sequential Decision-Making NeurIPS 2018 QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning ICML 2018 Recurrent Deep Multiagent Q-Learning for Autonomous Brokers in Smart Grid IJCAI 2018