Training AI with Behavior Cloning: Street Fighter 6 Imitation Learning (22 Epochs)

Описание: I trained an AI to play Street Fighter 6 using Behavior Cloning! 🤖🎮

In this video, I walk through my entire process of teaching an artificial intelligence to play fighting games by watching my gameplay. Using Stable Baselines 3 and imitation learning, I recorded myself playing as Ryu against Ken at difficulty level 5, then trained a neural network for 22 epochs to copy my playstyle.

This is a beginner-friendly explanation of machine learning in gaming, but I also dive into the technical details for AI enthusiasts. Whether you're curious about AI, love Street Fighter, or want to learn about Behavior Cloning, this video breaks it all down.

Code:
https://github.com/paulo101977/sdlarc...

🎯 WHAT YOU'LL LEARN:
How Behavior Cloning works (explained simply)
Why fighting games are perfect for AI research
My complete training process with Stable Baselines 3
Challenges and limitations of imitation learning
Real results: watching the AI play

⏱️ TIMESTAMPS:
0:00 - Introduction
0:30 - My Setup: Ryu vs Ken at Level 5
1:30 - What is Behavior Cloning?
2:45 - Why Street Fighter 6?
3:40 - The Training Process (22 Epochs)
8:25 - Results & AI Gameplay
9:53 - Another & Next Steps

🔧 TECHNICAL DETAILS:
Framework: Stable Baselines 3 (Imitation Learning)
Game: Street Fighter 6
Character: Ryu (Player 1) vs Ken (CPU Level 5)
Training: 22 epochs of supervised learning
Method: Behavior Cloning from human demonstrations

🤖 WHAT IS BEHAVIOR CLONING?
Behavior Cloning is a form of imitation learning where an AI learns to perform tasks by observing expert demonstrations. Instead of programming rules, the AI watches gameplay, learns patterns, and tries to replicate human decision-making.

📚 RESOURCES:
Stable Baselines 3 Documentation: https://stable-baselines3.readthedocs...
Imitation Learning Library: https://imitation.readthedocs.io/
Street Fighter 6: https://www.streetfighter.com/6/

💬 LET'S CONNECT:
What should I try next? Different characters? Higher difficulty? Reinforcement Learning? Drop your suggestions in the comments!

👍 If you enjoyed this video, please LIKE and SUBSCRIBE for more AI gaming experiments!

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