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Intro to Game AI and Reinforcement Learning

via Kaggle

Overview

Build your own video game bots, using classic and cutting-edge algorithms.
  • Write your first game-playing agent.
  • Make your agent smarter with a few simple changes.
  • Use the minimax algorithm to dramatically improve your agent.
  • Explore advanced techniques for creating intelligent agents.
  • Put your new skills to the test with a more complex game.

Syllabus

  • Play the Game
  • One-Step Lookahead
  • N-Step Lookahead
  • Deep Reinforcement Learning
  • Getting Started With Halite

Taught by

Alexis Cook

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