AI ChronicleAI 纪年 Full timeline →

Research breakthrough · curated entry

AlphaStar reaches Grandmaster in StarCraft II

AlphaStar

Date
October 30, 2019
Category
Research breakthrough
Organization / Model
DeepMind
Evidence
2 sources · 2 evidence families

Trained with supervised learning and multi-agent reinforcement learning, DeepMind's AlphaStar reached Grandmaster tier in full matches, bringing long-horizon planning, imperfect information and real-time control into reinforcement learning evaluation.

Curator's note: Cross-checked against the Nature paper and the Wikipedia article.

Curated sources · 2

  1. Original paper · Nature2019-10-30

    AlphaStar

    doi.org

  2. Reference material · Wikipedia2019-10-30

    AlphaStar

    en.wikipedia.org

Cite this page

This page is a curated static snapshot and can be cited directly. Preferred format GB/T 7714—2025 (electronic resource [EB/OL]); the other 5 styles open below, together with the machine-readable files.

GB/T 7714—2025 (electronic resource [EB/OL])

AI 纪年. AlphaStar 在《星际争霸 II》达到宗师水平[EB/OL]. (2019-10-30)[2026-11-03]. https://aihist.net/e/alphastar-2019.html.

APA 7 · American Psychological Association

AI 纪年. (2019, October 30). AlphaStar 在《星际争霸 II》达到宗师水平 [Web page]. https://aihist.net/e/alphastar-2019.html

MLA 9 · Modern Language Association

"AlphaStar 在《星际争霸 II》达到宗师水平." AI 纪年, 30 Oct. 2019, aihist.net/e/alphastar-2019.html. Accessed 3 Nov. 2026.

Chicago 17 · notes-bibliography

AI 纪年. "AlphaStar 在《星际争霸 II》达到宗师水平." Published Oct. 30, 2019. Accessed Nov. 3, 2026. https://aihist.net/e/alphastar-2019.html.

IEEE · citation-reference list

"AlphaStar 在《星际争霸 II》达到宗师水平," AI 纪年, 30 Oct. 2019. [Online]. Available: https://aihist.net/e/alphastar-2019.html. [Accessed: 3 Nov. 2026].

ACM · author-date variant

AI 纪年. October 30, 2019. AlphaStar 在《星际争霸 II》达到宗师水平. Retrieved November 3, 2026 from https://aihist.net/e/alphastar-2019.html.

All six styles come from one template and can be compared word for word. [引用日期], Accessed, urldate and Y2 all carry this page's build date, 2026-11-03 — a static page is an immutable snapshot, so substitute the date you actually consulted it. The address in every style is the archive's canonical page: this English page translates the same snapshot, and the work keeps its name, so one record cites both. For one-click copying use the same entry in the timeline, which takes the day you opened it. Expand the other styles before printing.