Create a Street Fighter AI with Python: Complete Reinforcement Learning Tutorial ๐ŸŽฎ

Learn how to build a powerful Street Fighter AI using Python and reinforcement learning. Follow this step-by-step guide to set up Gym Retro and develop your own gaming AI from scratch!

Create a Street Fighter AI with Python: Complete Reinforcement Learning Tutorial ๐ŸŽฎ
Nicholas Renotte
55.7K views โ€ข Feb 9, 2022
Create a Street Fighter AI with Python: Complete Reinforcement Learning Tutorial ๐ŸŽฎ

About this video

Yeah, I donโ€™t know if anyone actually reads this. But if you do, hereโ€™s some stuff for ya!

In this tutorial, you'll learn how to:
1. Setup Gym Retro to play Street Fighter with Python
2. Perform Hyperparameter tuning for Reinforcement Learning with Optuna
3. Fine tune game reinforcement learning models using Stable baselines

Get the code: https://github.com/nicknochnack/StreetFighterRL

Chapters
0:00 - START
1:35 - MISSON1: Setting up Street Fighter
25:40 - MISSION2: Preprocessing
1:12:02 - MISSION3: Hyperparameter Tuning
1:59:17 - MISSION4: Fine Tuning the Model
2:18:00 - MISSION5: Testing the Model
2:30:15 - FINAL GAMEPLAY
2:39:27 - FEEDBACK

Oh, and don't forget to connect with me!
LinkedIn: https://bit.ly/324Epgo
Facebook: https://bit.ly/3mB1sZD
GitHub: https://bit.ly/3mDJllD
Patreon: https://bit.ly/2OCn3UW
Join the Discussion on Discord: https://bit.ly/3dQiZsV

Happy coding!
Nick

P.s. Let me know how you go and drop a comment if you need a hand!
#ailearns #python #streetfighter

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Video Information

Views

55.7K

Likes

1.4K

Duration

02:40:43

Published

Feb 9, 2022

User Reviews

4.7
(11)
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