Machine Learning-based system to predict the performance of exploration algorithms for mobile robots

The thesis presented here proposes a Machine Learning based method with optimized neural networks that evaluates exploration algorithms for mobile robots based on the prediction of a performance metric. Two applications around the prediction of the performance of exploration algorithms are implement...