Title
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Neural Network Quine Oscar Chang Hod Lipson 21 23 0 15 Mar 2018
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Sim-to-Real Optimization of Complex Real World Mobile Network with Imperfect Information via Deep Reinforcement Learning from Self-play Yongxi Tan Jin Yang Xin Chen Qitao Song Yunjun Chen Zhangxiang Ye Zhenqiang Su 22 2 0 18 Feb 2018
Deep Reinforcement Learning using Capsules in Advanced Game Environments Per-Arne Andersen 18 16 0 29 Jan 2018
Building Generalizable Agents with a Realistic and Rich 3D Environment Yi Wu Yuxin Wu Georgia Gkioxari Yuandong Tian 3DV 62 338 0 07 Jan 2018
MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence Lianmin Zheng Jiacheng Yang Han Cai Weinan Zhang Jun Wang Yong Yu 21 205 0 02 Dec 2017
A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management I. Casanueva Paweł Budzianowski Pei-hao Su N. Mrksic Tsung-Hsien Wen Stefan Ultes L. Rojas-Barahona S. Young Milica Gasic OffRL 35 54 0 29 Nov 2017
Toward Foraging for Understanding of StarCraft Agents: An Empirical Study Sean Penney Jonathan Dodge Claudia Hilderbrand Andrew Anderson Logan Simpson Margaret Burnett 22 33 0 21 Nov 2017
How the Experts Do It: Assessing and Explaining Agent Behaviors in Real-Time Strategy Games Jonathan Dodge Sean Penney Claudia Hilderbrand Andrew Anderson Margaret Burnett 8 34 0 19 Nov 2017
A Brief Survey of Deep Reinforcement Learning Kai Arulkumaran M. Deisenroth Miles Brundage Anil Anthony Bharath OffRL 65 2,780 0 19 Aug 2017
Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to Play StarCraft Combat Games Peng Peng Ying Wen Yaodong Yang Quan Yuan Zhenkun Tang Haitao Long Jun Wang 35 333 0 29 Mar 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016