YoVDO

Intro to Game AI and Reinforcement Learning

Offered By: Kaggle

Tags

Reinforcement Learning Courses Deep Reinforcement Learning Courses

Course Description

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

Related Courses

Computational Neuroscience
University of Washington via Coursera Reinforcement Learning
Brown University via Udacity Reinforcement Learning
Indian Institute of Technology Madras via Swayam FA17: Machine Learning
Georgia Institute of Technology via edX Introduction to Reinforcement Learning
Higher School of Economics via Coursera