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han-humanoid-duration-predictor-v1 – AI Model by ariefansclub | AlphaNeural AI

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ariefansclub/
han-humanoid-duration-predictor-v1

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tabular-regression

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Humanoid Duration Predictor (HDP)

Objective

Predict task duration in seconds based on execution parameters.

Model Type

Tabular Regression Model

Input

payload_weight_kg
movement_distance_m
movement_speed_m_s
joint_load_index

Output

predicted_task_duration_seconds

Training Setup

Loss: MSE
Optimizer: Adam
Early stopping enabled

Evaluation

MAE
RMSE
R² Score

License

MIT