Essays about: "självstyrande maskiner"

Found 2 essays containing the words självstyrande maskiner.

1. 1. Training Bayesian Neural Networks

   University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

   Author : Johan Book; [2020]
   Keywords : artificial neural networks; ANN; convolutional neural networks; Physics and Astronomy;

   Abstract : Although deep learning has made advances in a plethora of fields, ranging from financial analysis to image classification, it has some shortcomings for cases of limited data and complex models. In these cases the networks tend to be overconfident in their prediction even when erroneous - something that exposes its applications to risk. READ MORE

3. 2. Machine Learning for Traffic Control of Unmanned Mining Machines : Using the Q-learning and SARSA algorithms

   University essay from KTH/Hälsoinformatik och logistik

   Author : Robin Gustafsson; Lucas Fröjdendahl; [2019]
   Keywords : Machine Learning; reinforcement learning; Q-learning; SARSA; autonomous machines; mining; Maskininlärning; reinforcement learning; Q-learning; SARSA; självstyrande maskiner; gruvdrift;

   Abstract : Manual configuration of rules for unmanned mining machine traffic control can be time-consuming and therefore expensive. This paper presents a Machine Learning approach for automatic configuration of rules for traffic control in mines with autonomous mining machines by using Q-learning and SARSA. READ MORE