STARDATA: A StarCraft AI Research Dataset

STARDATA: A StarCraft AI Research Dataset

7 August 2017

Gabriel Synnaeve

ArXiv (abs)PDF HTML Github (573★)

Papers citing "STARDATA: A StarCraft AI Research Dataset"

16 / 16 papers shown

Title
ORL-AUDITOR: Dataset Auditing in Offline Deep Reinforcement Learning L. Du Min Chen Mingyang Sun Shouling Ji Peng Cheng Jiming Chen Zhikun Zhang OffRL 99 9 0 06 Sep 2023
ESTA: An Esports Trajectory and Action Dataset Peter Xenopoulos Claudio Silva AI4TS 94 8 0 20 Sep 2022
SC2EGSet: StarCraft II Esport Replay and Game-state Dataset A. Białecki N. Jakubowska P. Dobrowolski P. Białecki Leszek Krupiñski Andrzej Szczap R. Białecki Jan Gajewski 54 10 0 07 Jul 2022
AI in (and for) Games K. Karpouzis George Tsatiris 44 2 0 07 May 2021
Applied Machine Learning for Games: A Graduate School Course Yilei Zeng Aayush Shah Jameson Thai M. Zyda AI4CE 57 3 0 30 Nov 2020
Transfer Learning in Deep Reinforcement Learning: A Survey Zhuangdi Zhu Kaixiang Lin Anil K. Jain Jiayu Zhou OffRL LRM 123 602 0 16 Sep 2020
Learning to Reason in Round-based Games: Multi-task Sequence Generation for Purchasing Decision Making in First-person Shooters Yilei Zeng Deren Lei Beichen Li Gangrong Jiang Emilio Ferrara M. Zyda LRM 35 3 0 12 Aug 2020
DefogGAN: Predicting Hidden Information in the StarCraft Fog of War with Generative Adversarial Nets Yonghyun Jeong Hyunjin Choi Byoungjip Kim Youngjune Gwon GAN 44 6 0 04 Mar 2020
Synthetic Data for Deep Learning Sergey I. Nikolenko 149 358 0 25 Sep 2019
MineRL: A Large-Scale Dataset of Minecraft Demonstrations William H. Guss Brandon Houghton Nicholay Topin Phillip Wang Cayden R. Codel Manuela Veloso Ruslan Salakhutdinov OffRL 84 227 0 29 Jul 2019
Deep Reinforcement Learning Yuxi Li VLM OffRL 194 144 0 15 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
RedDwarfData: a simplified dataset of StarCraft matches J. J. M. Guervós A. Fernández-Ares Antonio Álvarez-Caballero P. García-Sánchez Víctor Manuel Rivas Santos 28 2 0 29 Dec 2017
RoboCupSimData: A RoboCup soccer research dataset O. Michael Oliver Obst F. Schmidsberger Frieder Stolzenburg 45 4 0 06 Nov 2017
MSC: A Dataset for Macro-Management in StarCraft II Huikai Wu Yanqi Zong Junge Zhang Kaiqi Huang 36 16 0 09 Oct 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 337 1,549 0 25 Jan 2017