🎮 Tic-Tac-Toe AI
Watch the AI learn through reinforcement learning
🤖 AI is training...
Your turn! (X)
Game Controls
New Game
Train AI (1000 games)
Reset AI Memory
Difficulty Level
🌱 Beginner
🎯 Medium
🔥 Expert
AI Parameters
Learning Rate (α)
ⓘ
Controls how quickly the AI updates its knowledge. Higher values = faster learning but less stability. Recommended: 0.1-0.3
0.1
Discount Factor (γ)
ⓘ
Determines how much the AI values future rewards vs immediate rewards. Higher = more long-term thinking. Recommended: 0.85-0.95
0.9
Exploration Rate (ε)
ⓘ
Chance the AI tries random moves vs using learned strategy. Higher = more experimentation. Set to 0.01 for best play after training.
0.1
Statistics
Games
0
AI Wins
0
You Win
0
Draws
0
States
0
Win Rate
0%