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Fixing docs

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Oskar Nastały 2020-05-10 21:51:12 +00:00
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Oskar_Nastaly_ML_Report.md
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@ -1,4 +1,8 @@
## Introduction
# Machine Learning implementation report
## Introduction
Purpose of my ML implementation is for the agent (tractor) to decide what fertilizer it should use.
It's decision is mostly based on nutrients in soil, but also on few other properties.
@ -94,9 +98,21 @@ Later that model is loaded and prediction engine is created when program is star
Agent (tractor) navigates trough the grid looking for tiles where it can plant some plants.
Upon planting and visitin already growing plants agent decides if any fertilizer is needed (rule based decision), and what fertilizer to use (using ML prediction engine).
if (farm.getCrop(x, y).getStatus() >= 2)
{
fertilizer = fertilizerHolder.GetFertilizer(Engine.PredictFertilizer(farm.getCrop(x, y), farm.getPresetCropTypes(farm.getCrop(x, y).getCropType())));
while (!(farm.getCrop(x, y).isSaturated(-1)) && farm.getCrop(x, y).belowCapacity() && inventory.useItem(fertilizerHolder.GetFertilizerID(fertilizer.Name), 0))
{
farm.getCrop(x, y).Fertilize(fertilizer);
fertilizer = fertilizerHolder.GetFertilizer(Engine.PredictFertilizer(farm.getCrop(x, y), farm.getPresetCropTypes(farm.getCrop(x, y).getCropType())));
WaitTwoFrames = true;
}
If field is properly fertilized it will have higher production rate, resulting in faster growth of a plant.
Production rate value is shown in the UI as well as it is represented by the colour of progression bar (right side of every tile).
At 100% bar will pure **Green**. Any value below will make bar more **Red**, while any value above will add **Blue**, eventually turning bar colour into cyan.
Example: