PENJADWALAN PENGAMATAN DENGAN ALGORITMA REINFORCEMENT LEARNING

The first step before doing observation is to decide objects, location, and time for observing. After the first step is fulfilled and approved, the next step is determining observation duration for each objects according to sets of priority. This step is called observational scheduling. Observationa...

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Bibliographic Details
Main Author: Mario Slamet Prakos, Vincentius
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/66003
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Institution: Institut Teknologi Bandung
Language: Indonesia
Description
Summary:The first step before doing observation is to decide objects, location, and time for observing. After the first step is fulfilled and approved, the next step is determining observation duration for each objects according to sets of priority. This step is called observational scheduling. Observational scheduling can make use of real time data set. Reinforcement Learning (RL) is an area of Machine Learning related to interaction between Agent and Environment to produce optimal Actions. RL algorithm can be used to process real-time data set. Accordingly, RL algorithm too can be used for determining optimal observational scheduling.