Interactive Training: Feedback-Driven Neural Network Optimization
Why Interactive Training?
Play the Optimization Game!
Control the learning rate in real-time to collect targets in the loss landscape valleys. Experience how dynamic control beats fixed optimization!
Level 1: Valley Collection Challenge
Collect targets in the valleys by controlling your learning rate!
Your Score
0
Select Level
Interactive Training Controls
💡 Tips:
- • Increase near valleys to descend quickly
- • Decrease on steep slopes to avoid overshooting
- • Fine-tune when approaching targets
Environment Settings
🎲 Simulates SGD noise - can help escape local minima!
Game Stats
Time Elapsed0.0s
Targets Remaining0/0
Total Points Available0
How to Play
- ★Collect yellow star targets in the valleys
- •Adjust your learning rate in real-time
- •Higher learning rate = faster movement
- •Lower learning rate = more precision
- •Complete levels quickly for the best score!