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Download Deep Imitation Learning For Playing Real Time Strategy Games by ['Creativ Pinoy'] in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Deep Imitation Learning For Playing Real Time Strategy Games
This document summarizes a project that trains an AI agent to play a StarCraft II mini-game using imitation learning. Specifically, it focuses on the "DefeatZerglingsAndBanelings" mini-game where the agent must control 9 Marines to defeat 6 Zerglings and 4 Banelings. The agent is trained using behavioral cloning on expert replay data to learn strategies like splitting Marines to reduce splash damage and kiting melee enemies. While the trained agent demonstrates basic strategies, more advanced techniques are needed to fully master the mini-game.
Detailed Information
| Author: | ['Creativ Pinoy'] |
|---|---|
| Publication Year: | 2018 |
| Pages: | 6 |
| Language: | English |
| Format: | |
| Price: | FREE |
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