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Intergalactic Lifeline I

Anagram of Artificial Intelligence

Description

This is an open-source AI for StarCraft 2, utilizing Blizzard's API and DeepMind's RL Toolkit. Emphasis will be on strategy so the bot is eventually capable of high-level play at human Actions Per Minute (APM).

Goals

  • Minimal/no hardcoding
  • Parse and categorize replays
  • Identify and classify likely early enemy strategy
  • Utilize classifier to train time-constrained strategies to counter or out-pace enemy strategy
  • Identify early, mid, and late game for strategic adjustments
  • Scout, harass, and macro based on replays
  • Fine-tune strategies utilizing training environments
  • Defeat novice -> good -> professional players