Coding Challenge #100.1: Neuroevolution Flappy Bird – Part 1



Coding Challenge #100! In this challenge, I use the JavaScript neural network library and a genetic algorithm to train an agent to play Flappy Bird (see challenge #31).

Challenge: https://thecodingtrain.com/CodingChallenges/100.1-neuroevolution-flappy-bird.html
Part 2: https://youtu.be/YtRA6tqgJBc
Part 3: https://youtu.be/3lvj9jvERvs
Part 4: https://youtu.be/HrvNpbnjEG8
Part 5: https://youtu.be/U9wiMM3BqLU

Links discussed in this challenge:
Improved code: https://github.com/CodingTrain/Toy-Neural-Network-JS/tree/master/examples/neuroevolution-flappybird
TensorFlow.js: https://js.tensorflow.org/
ml5.js: https://ml5js.org
Flappy Bird Clone: https://github.com/CodingTrain/Flappy-Bird-Clone
Neuroevolution documentation: https://github.com/shiffman/NOC-S18/tree/master/week10
Coding Challenge #31: Flappy Bird: https://youtu.be/cXgA1d_E-jY
Neural Networks playlist: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6aCibgK1PTWWu9by6XFdCfh
Genetic Algorithm playlist: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6bJM3VgzjNV5YxVxUwzALHV

Website: https://thecodingtrain.com/
Github: https://github.com/CodingTrain
Membership: https://youtube.com/thecodingtrain/join
Store: https://www.designbyhumans.com/shop/codingtrain/
Books: https://www.amazon.com/shop/thecodingtrain
️Twitter: https://twitter.com/thecodingtrain
Video editing by Mathieu Blanchette.

Coding Challenges: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH
Intro to Programming using p5.js: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6Zy51Q-x9tMWIv9cueOFTFA

p5.js: https://p5js.org
Processing: https://processing.org

Code of Conduct: https://github.com/CodingTrain/Code-of-Conduct
Help us caption and translate: http://www.youtube.com/timedtext_cs_panel?c=UCvjgXvBlbQiydffZU7m1_aw&tab=2
Suggest Topics: https://github.com/CodingTrain/Rainbow-Topics
Share your contribution: https://thecodingtrain.com/Guides/community-contribution-guide.html

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