Gaming

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40 Years on, PAC-MAN Recreated with AI by NVIDIA Researchers | Nvidia ...2020

  • GameGAN, a generative adversarial network trained on 50,000 PAC-MAN episodes, produces a fully functional version of the dot-munching classic without an underlying game engine.

Brown & Sandholm: 6-player Poker ...2019

Google DeepMind AlphaStar: StarCraft II ... 2019

OpenAI: Dota 2 ...2018

Google DeepMind AlphaGo Zero: Go ...2016

Google DeepMind: Atari video games ...2015

IBM Watson: Jeopardy ...2011

IBM Deep Blue: Chess ...1997

Donald Waterman: Draw Poker ...1968

Arthur Samuel: Checkers ...1950s

Fun!

Books

Invent Your Own Computer Games with Python | Al Sweigart

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Deep Learning and the Game of Go | Max Pumperla, Kevin Ferguson

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Hands-On Deep Learning for Games: Leverage the power of neural networks and reinforcement learning to build intelligent games | Micheal Lanham

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Machine learning and Artificial Intelligence 2.0 with Big Data: Building Video Games using Python 3.7 and Pygame | Narendra Mohan Mittal

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