DigitalEducation prototype | Gradient Descent

🎯 Active Mission

Level 1: The Parabolic Valley

Reach the global minimum within 40 steps.

💡 Hint: Tune learning rate α so the ball rolls straight to center.

🏔️ 3D Landscape

⚙️ Hyperparameters ?

Learning Rate (α) ? 0.100

Momentum (β) ? 0.85

Optimizer ?

GD Momentum RMSprop Adam

x_{t+1} = x_t - α · ∇f(x_t)

Mini-Batch Noise (SGD) ? 0.00

Max Steps (Budget) ? 80

📍 Initial Drop Point Click plane to set

Start Coordinate (X, Y) (2.20, 2.00)

View Mode ?

Step: 0 / 80

Loss: --

||∇f||: --

Ready to Drop

Speed: