Essays about: "POMDP"

Found 3 essays containing the word POMDP.

  1. 1. A Partially Observable Markov Decision Process for Breast Cancer Screening

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Joshua Hudson; [2019]
    Keywords : POMDP; Markov Decision Process; Breast Cancer; Screening; Operations Research;

    Abstract : In the US, breast cancer is one of the most common forms of cancer and the most lethal. There are many decisions that must be made by the doctor and/or the patient when dealing with a potential breast cancer. READ MORE

  2. 2. Partially Observable Markov Decision Processes for Faster Object Recognition

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Björgvin Olafsson; [2016]
    Keywords : pomdp; policy gradient; optimal control; object detection; computer vision; information rewards; fixation policy; observation model;

    Abstract : Object recognition in the real world is a big challenge in the field of computer vision. Given the potentially enormous size of the search space it is essential to be able to make intelligent decisions about where in the visual field to obtain information from to reduce the computational resources needed. READ MORE

  3. 3. Sequential Paging for Moving Mobile Users

    University essay from Lunds universitet/Institutionen för reglerteknik

    Author : Jonas Levin; [2000]
    Keywords : Technology and Engineering;

    Abstract : In this thesis, some methods for efficient paging for mobile systems have been investigated. Compared to the conventional method, the methods proposed here increase the mobile stations discovery rate while decreasing the signaling load between the mobile switching centers and the mobile stations. READ MORE