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TorchCraft: a Library for Machine Learning Research on Real-Time Strategy Games

1 November 2016

Papers citing "TorchCraft: a Library for Machine Learning Research on Real-Time Strategy Games"

38 / 38 papers shown

Title
SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning Benjamin Ellis Jonathan Cook S. Moalla Mikayel Samvelyan Mingfei Sun Anuj Mahajan Jakob N. Foerster Shimon Whiteson 133 94 0 14 Dec 2022
Learning to Generalize with Object-centric Agents in the Open World Survival Game Crafter Aleksandar Stanić Yujin Tang David R Ha Jürgen Schmidhuber ELM 101 13 0 05 Aug 2022
Rethinking of AlphaStar Ruoxi Liu 55 2 0 07 Aug 2021
Core Challenges in Embodied Vision-Language Planning Jonathan M Francis Nariaki Kitamura Felix Labelle Xiaopeng Lu Ingrid Navarro Jean Oh LM&Ro 144 48 0 26 Jun 2021
Simultaneous Navigation and Construction Benchmarking Environments Wenyu Han Chen Feng Haoran Wu Alexander Gao Armand Jordana Dong Liu Lerrel Pinto Ludovic Righetti 22 0 0 31 Mar 2021
The NetHack Learning Environment Heinrich Küttler Nantas Nardelli Alexander H. Miller Roberta Raileanu Marco Selvatici Edward Grefenstette Tim Rocktaschel 113 181 0 24 Jun 2020
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 157 825 0 19 Mar 2020
A Survey of Deep Reinforcement Learning in Video Games Kun Shao Zhentao Tang Yuanheng Zhu Nannan Li Dongbin Zhao OffRL AI4TS 131 193 0 23 Dec 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 149 358 0 25 Sep 2019
Why Build an Assistant in Minecraft? Arthur Szlam Jonathan Gray Kavya Srinet Yacine Jernite Armand Joulin ... Siddharth Goyal Demi Guo Dan Rothermel C. L. Zitnick Jason Weston LLMAG 150 29 0 22 Jul 2019
Growing Action Spaces Gregory Farquhar Laura Gustafson Zeming Lin Shimon Whiteson Nicolas Usunier Gabriel Synnaeve 72 38 0 28 Jun 2019
Hierarchical Decision Making by Generating and Following Natural Language Instructions Hengyuan Hu Denis Yarats Qucheng Gong Yuandong Tian M. Lewis LM&Ro 64 66 0 03 Jun 2019
From Video Game to Real Robot: The Transfer between Action Spaces Janne Karttunen Anssi Kanervisto Ville Kyrki Ville Hautamaki 81 8 0 02 May 2019
Multi-Target Embodied Question Answering Licheng Yu Xinlei Chen Georgia Gkioxari Joey Tianyi Zhou Tamara L. Berg Dhruv Batra 88 107 0 09 Apr 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 119 961 0 11 Feb 2019
Macro action selection with deep reinforcement learning in StarCraft Sijia Xu Hongyu Kuang Zhi Zhuang Renjie Hu Yang Liu Huyang Sun 89 28 0 02 Dec 2018
An Introduction to Deep Reinforcement Learning Vincent François-Lavet Peter Henderson Riashat Islam Marc G. Bellemare Joelle Pineau OffRL AI4CE 173 1,277 0 30 Nov 2018
Multi-Agent Common Knowledge Reinforcement Learning Christian Schroeder de Witt Jakob N. Foerster Gregory Farquhar Philip Torr Wendelin Bohmer Shimon Whiteson 102 108 0 27 Oct 2018
Deep RTS: A Game Environment for Deep Reinforcement Learning in Real-Time Strategy Games Per-Arne Andersen M. G. Olsen Ole-Christoffer Granmo VLM AI4CE 56 46 0 15 Aug 2018
ToriLLE: Learning Environment for Hand-to-Hand Combat Anssi Kanervisto Ville Hautamaki 62 2 0 26 Jul 2018
Learning a Prior over Intent via Meta-Inverse Reinforcement Learning Kelvin Xu Ellis Ratner Anca Dragan Sergey Levine Chelsea Finn 111 65 0 31 May 2018
Value Propagation Networks Nantas Nardelli Gabriel Synnaeve Zeming Lin Pushmeet Kohli Philip Torr Nicolas Usunier 42 28 0 28 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 175 1,678 0 30 Mar 2018
Composable Planning with Attributes Amy Zhang Adam Lerer Sainbayar Sukhbaatar Rob Fergus Arthur Szlam 175 64 0 01 Mar 2018
Building Generalizable Agents with a Realistic and Rich 3D Environment Yi Wu Yuxin Wu Georgia Gkioxari Yuandong Tian 3DV 142 339 0 07 Jan 2018
Multi-platform Version of StarCraft: Brood War in a Docker Container: Technical Report Michal Sustr J. Maly Michal Čertický 34 4 0 07 Jan 2018
Revisiting the Master-Slave Architecture in Multi-Agent Deep Reinforcement Learning Xiangyu Kong Bo Xin Fangchen Liu Yizhou Wang 40 44 0 20 Dec 2017
AI2-THOR: An Interactive 3D Environment for Visual AI Eric Kolve Roozbeh Mottaghi Winson Han Eli VanderBilt Luca Weihs ... Daniel Gordon Yuke Zhu Aniruddha Kembhavi Abhinav Gupta Ali Farhadi LM&Ro 92 1,113 0 14 Dec 2017
Deep Learning for Video Game Playing Niels Justesen Philip Bontrager Julian Togelius S. Risi VLM 101 208 0 25 Aug 2017
A Brief Survey of Deep Reinforcement Learning Kai Arulkumaran M. Deisenroth Miles Brundage Anil Anthony Bharath OffRL 143 2,830 0 19 Aug 2017
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 119 875 0 16 Aug 2017
STARDATA: A StarCraft AI Research Dataset Zeming Lin Jonas Gehring Vasil Khalidov Gabriel Synnaeve 66 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 74 126 0 04 Jul 2017
Counterfactual Multi-Agent Policy Gradients Jakob N. Foerster Gregory Farquhar Triantafyllos Afouras Nantas Nardelli Shimon Whiteson 174 2,095 0 24 May 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 99 336 0 29 Mar 2017
Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play Sainbayar Sukhbaatar Zeming Lin Ilya Kostrikov Gabriel Synnaeve Arthur Szlam Rob Fergus SSL 85 338 0 15 Mar 2017
Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning Jakob N. Foerster Nantas Nardelli Gregory Farquhar Triantafyllos Afouras Philip Torr Pushmeet Kohli Shimon Whiteson OffRL 202 601 0 28 Feb 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 323 1,549 0 25 Jan 2017