MAgent: A Many-Agent Reinforcement Learning Platform for Artificial
Collective Intelligence

MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence

2 December 2017

Yong Yu

ArXiv (abs)PDF HTML

Papers citing "MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence"

11 / 61 papers shown

Title
Multi-Agent Reinforcement Learning for Order-dispatching via Order-Vehicle Distribution Matching Ming Zhou Jiarui Jin Weinan Zhang Zhiwei Qin Yan Jiao Chenxi Wang Guobin Wu Yong Yu Jieping Ye 48 87 0 07 Oct 2019
From Few to More: Large-scale Dynamic Multiagent Curriculum Learning Weixun Wang Tianpei Yang Y. Liu Jianye Hao Xiaotian Hao Yujing Hu Yingfeng Chen Changjie Fan Yang Gao AI4CE 73 112 0 06 Sep 2019
Generative Exploration and Exploitation Jiechuan Jiang Zongqing Lu 39 6 0 21 Apr 2019
Neural MMO: A Massively Multiagent Game Environment for Training and Evaluating Intelligent Agents Joseph Suárez Yilun Du Phillip Isola Igor Mordatch 77 71 0 02 Mar 2019
The StarCraft Multi-Agent Challenge Mikayel Samvelyan Tabish Rashid Christian Schroeder de Witt Gregory Farquhar Nantas Nardelli Tim G. J. Rudner Chia-Man Hung Philip Torr Jakob N. Foerster Shimon Whiteson 127 961 0 11 Feb 2019
Graph Convolutional Reinforcement Learning Jiechuan Jiang Chen Dun Tiejun Huang Zongqing Lu GNN 82 339 0 22 Oct 2018
Factorized Q-Learning for Large-Scale Multi-Agent Systems M. Zhou Yong Chen Ying Wen Yaodong Yang Yufeng Su Weinan Zhang Dell Zhang Jun Wang AI4CE 116 68 0 11 Sep 2018
Deep Reinforcement Learning for Swarm Systems Maximilian Hüttenrauch Adrian Šošić Gerhard Neumann 83 198 0 17 Jul 2018
Scalable Centralized Deep Multi-Agent Reinforcement Learning via Policy Gradients Arbaaz Khan Clark Zhang Daniel D. Lee Vijay Kumar Alejandro Ribeiro 64 30 0 22 May 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 177 1,679 0 30 Mar 2018
Mean Field Multi-Agent Reinforcement Learning Yaodong Yang Rui Luo Minne Li M. Zhou Weinan Zhang Jun Wang AI4CE 72 576 0 15 Feb 2018