Multi-Agent Systems

Online Pandora’s Boxes and Bandits AAAI 2019 Open-ended learning in symmetric zero-sum games ICML 2019 PIC: Permutation Invariant Critic for Multi-Agent Deep Reinforcement Learning CoRL 2019 Probabilistic Recursive Reasoning for Multi-Agent Reinforcement Learning ICLR 2019 QTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning ICML 2019 Real-time tree search with pessimistic scenarios: Winning the NeurIPS 2018 Pommerman Competition ACML 2019 Reinforcement Learning under Threats AAAI 2019 Rewarding Coreference Resolvers for Being Consistent with World Knowledge EMNLP 2019 Robust Multi-Agent Reinforcement Learning via Minimax Deep Deterministic Policy Gradient AAAI 2019 Sequence Labeling Parsing by Learning across Representations ACL 2019 Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learning ICML 2019 Successor Features Based Multi-Agent RL for Event-Based Decentralized MDPs AAAI 2019 Successor Options: An Option Discovery Framework for Reinforcement Learning IJCAI 2019 TarMAC: Targeted Multi-Agent Communication ICML 2019 Value Function Transfer for Deep Multi-Agent Reinforcement Learning Based on N-Step Returns IJCAI 2019 Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning NeurIPS 2019 VidyutVanika: A Reinforcement Learning Based Broker Agent for a Power Trading Competition AAAI 2019 Virtual-Taobao: Virtualizing Real-World Online Retail Environment for Reinforcement Learning AAAI 2019 Actor-Critic Policy Optimization in Partially Observable Multiagent Environments NeurIPS 2018 A Deep Bayesian Policy Reuse Approach Against Non-Stationary Agents NeurIPS 2018 An Efficient, Generalized Bellman Update For Cooperative Inverse Reinforcement Learning ICML 2018 Autonomously Reusing Knowledge in Multiagent Reinforcement Learning IJCAI 2018 BanditSum: Extractive Summarization as a Contextual Bandit EMNLP 2018 Best arm identification in multi-armed bandits with delayed feedback AISTATS 2018 CCNet: Cluster-Coordinated Net for Learning Multi-agent Communication Protocols with Reinforcement Learning ACML 2018