Deep RTS: A Game Environment for Deep Reinforcement Learning in
Real-Time Strategy Games

Deep RTS: A Game Environment for Deep Reinforcement Learning in Real-Time Strategy Games

15 August 2018

Per-Arne Andersen

Ole-Christoffer Granmo

Papers citing "Deep RTS: A Game Environment for Deep Reinforcement Learning in Real-Time Strategy Games"

13 / 13 papers shown

Title
StarCraft II: A New Challenge for Reinforcement Learning Oriol Vinyals T. Ewalds Sergey Bartunov Petko Georgiev A. Vezhnevets ... Anthony Brunasso David Lawrence Anders Ekermo J. Repp Rodney Tsing 76 873 0 16 Aug 2017
STARDATA: A StarCraft AI Research Dataset Zeming Lin Jonas Gehring Vasil Khalidov Gabriel Synnaeve 28 40 0 07 Aug 2017
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games Yuandong Tian Qucheng Gong Wenling Shang Yuxin Wu C. L. Zitnick OffRL 51 126 0 04 Jul 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 62 335 0 29 Mar 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 155 1,535 0 25 Jan 2017
DeepStack: Expert-Level Artificial Intelligence in No-Limit Poker Matej Moravcík Martin Schmid Neil Burch Viliam Lisý Dustin Morrill Nolan Bard Trevor Davis Kevin Waugh Michael Bradley Johanson Michael Bowling BDL 153 908 0 06 Jan 2017
DeepMind Lab Charlie Beattie Joel Z Leibo Denis Teplyashin Tom Ward Marcus Wainwright ... Stephen Gaffney Helen King Demis Hassabis Shane Legg Stig Petersen 50 241 0 12 Dec 2016
Learning to Navigate in Complex Environments Piotr Wojciech Mirowski Razvan Pascanu Fabio Viola Hubert Soyer Andy Ballard ... Ross Goroshin Laurent Sifre Koray Kavukcuoglu D. Kumaran R. Hadsell 91 880 0 11 Nov 2016
TorchCraft: a Library for Machine Learning Research on Real-Time Strategy Games Gabriel Synnaeve Nantas Nardelli Alex Auvolat Soumith Chintala Timothée Lacroix Zeming Lin Florian Richoux Nicolas Usunier GNN 47 105 0 01 Nov 2016
OpenAI Gym Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang Wojciech Zaremba OffRL ODL 214 5,075 0 05 Jun 2016
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 318 13,234 0 09 Sep 2015
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 119 12,223 0 19 Dec 2013
The Arcade Learning Environment: An Evaluation Platform for General Agents Marc G. Bellemare Yavar Naddaf J. Veness Michael Bowling 109 3,004 0 19 Jul 2012