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Improving Bots Playing Starcraft II Game in PySC2 Environment
Krušina, Jan ; Škoda, Petr (referee) ; Smrž, Pavel (advisor)
The aim of this thesis is to create an automated system for playing a real-time strategy game Starcraft II. Learning from replays via supervised learning and reinforcement learning techniques are used for improving bot's behavior. The proposed system should be capable of playing the whole game utilizing PySC2 framework for machine learning. Performance of the bot is evaluated against the built-in scripted AI in the game.
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Braille Reader on Mobile Device
Krušina, Jan ; Maršík, Lukáš (referee) ; Sochor, Jakub (advisor)
This bachelor thesis deals with detection and translation of Braille characters from images taken by a camera on a mobile phone. Firstly, different approaches of solution of this issue are mentioned, and their results are described. Secondly, the chosen method that deals with this problem is introduced, and implementation of this technique on a chosen mobile device is presented. Finally, evaluation of the algorithm is described and results are analyzed.
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Provincial Mental Health Hospital Prague-Bohnice. Architecture and History
Krušina, Jan ; Biegel, Richard (advisor) ; Macek, Petr (referee)
The bachelor thesis deals with the architecture and history of the large area of today's Psychiatric Hospital in Bohnice, which was built in several stages between 1905-1925, considering the personality of architect Václav Roštlapil (1856-1930), who as a prominent figure participated in some representative buildings. The introduction focuses on the outset of a new field of psychiatry in the environment of the General Hospital in the New Town in Prague and especially the origin of a new typology in architecture, which then gradually spread to wider areas of Bohemia. The thesis clarifies the circumstances of the establishment of the Mental Health Hospital in Bohnice and is based on the study of archival materials, literature and tries to analyze the sources of its appearance, looking for sources of inspiration to put the Bohnice into historical context. In this thesis the hospital in Bohnice is seen as an exceptionally well-preserved example of this typology not only in the scale of individual buildings, but especially in the scale of the entire urban arrangement with the unmistakable Genius Loci. Keywords Architecture, turn of 19th and 20th century, art noveau, historicism, mental health hospitals, Václav Roštlapil, Mental Health Hospital Bohnice
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Improving Bots Playing Starcraft II Game in PySC2 Environment
Krušina, Jan ; Škoda, Petr (referee) ; Smrž, Pavel (advisor)
The aim of this thesis is to create an automated system for playing a real-time strategy game Starcraft II. Learning from replays via supervised learning and reinforcement learning techniques are used for improving bot's behavior. The proposed system should be capable of playing the whole game utilizing PySC2 framework for machine learning. Performance of the bot is evaluated against the built-in scripted AI in the game.
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Braille Reader on Mobile Device
Krušina, Jan ; Maršík, Lukáš (referee) ; Sochor, Jakub (advisor)
This bachelor thesis deals with detection and translation of Braille characters from images taken by a camera on a mobile phone. Firstly, different approaches of solution of this issue are mentioned, and their results are described. Secondly, the chosen method that deals with this problem is introduced, and implementation of this technique on a chosen mobile device is presented. Finally, evaluation of the algorithm is described and results are analyzed.
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