Cooperative Policy Learning with Pre-trained Heterogeneous Observation
Representations

Cooperative Policy Learning with Pre-trained Heterogeneous Observation Representations

24 December 2020

Jiang Bian

Papers citing "Cooperative Policy Learning with Pre-trained Heterogeneous Observation Representations"

17 / 17 papers shown

Title
MAGNet: Multi-agent Graph Network for Deep Multi-agent Reinforcement Learning Aleksandra Malysheva D. Kudenko A. Shpilman AI4CE 42 19 0 17 Dec 2020
IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control François-Xavier Devailly Denis Larocque Laurent Charlin AI4CE 39 67 0 06 Mar 2020
Scaling Up Multiagent Reinforcement Learning for Robotic Systems: Learn an Adaptive Sparse Communication Graph Chuangchuang Sun Macheng Shen Jonathan P. How 35 17 0 02 Mar 2020
Learning Transferable Cooperative Behavior in Multi-Agent Teams Akshat Agarwal Sumit Kumar Katia Sycara AI4CE 61 118 0 04 Jun 2019
Strategies for Pre-training Graph Neural Networks Weihua Hu Bowen Liu Joseph Gomes Marinka Zitnik Percy Liang Vijay S. Pande J. Leskovec SSL AI4CE 116 1,402 0 29 May 2019
CoLight: Learning Network-level Cooperation for Traffic Signal Control Hua Wei Nan Xu Huichu Zhang Guanjie Zheng Xinshi Zang Chacha Chen Weinan Zhang Yanmin Zhu Kai Xu Z. Li 59 358 0 11 May 2019
A Cooperative Multi-Agent Reinforcement Learning Framework for Resource Balancing in Complex Logistics Network Xihan Li Jia Zhang Jiang Bian Yunhai Tong Tie-Yan Liu 60 55 0 02 Mar 2019
Pre-training Graph Neural Networks with Kernels Nicoló Navarin D. V. Tran A. Sperduti 61 28 0 16 Nov 2018
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning Tabish Rashid Mikayel Samvelyan Christian Schroeder de Witt Gregory Farquhar Jakob N. Foerster Shimon Whiteson 145 1,671 0 30 Mar 2018
A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems Ling Pan Qingpeng Cai Zhixuan Fang Pingzhong Tang Longbo Huang 28 126 0 13 Feb 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 479 20,138 0 30 Oct 2017
Deep Reinforcement Learning for Event-Driven Multi-Agent Decision Processes Kunal Menda Yi-Chun Chen J. Grana J. Bono Brendan D. Tracey Mykel J. Kochenderfer David Wolpert 52 48 0 19 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 690 131,526 0 12 Jun 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 501 15,232 0 07 Jun 2017
Counterfactual Multi-Agent Policy Gradients Jakob N. Foerster Gregory Farquhar Triantafyllos Afouras Nantas Nardelli Shimon Whiteson 122 2,074 0 24 May 2017
A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning Ning Liu Zhe Li Zhiyuan Xu Jielong Xu Sheng Lin Qinru Qiu Jian Tang Yanzhi Wang 38 248 0 13 Mar 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 617 29,051 0 09 Sep 2016

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