🧠 AI Neural Network Approach

Pattern Learning & Black-Box Predictions

Set Target Position

200
150

Neural network needs training data to learn patterns

Robot Arm Visualization

Neural Network Model

Network Architecture:

Input Layer
2 neurons
[x, y]
Hidden Layer 1
16 neurons
ReLU activation
Hidden Layer 2
12 neurons
ReLU activation
Output Layer
2 neurons
[θ₁, θ₂]
Training Status: Not trained
Training Examples: 0
Model Accuracy: Unknown

The network learns input-output mappings from examples, without explicit mathematical rules.