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Reinforcement learning for solving game algorithms
Daňhelová, Jana ; Uher, Václav (referee) ; Kolařík, Martin (advisor)
The bachelor thesis Reinforcement learning for solving game algorithms is divided into two distinct parts. The theoretical part describes and compares the fundamental methods of reinforcement learning with special attention to the methods of active learning – Q-learning and deep learning. In the practical part the deep q-learning technique is chosen for testing and applied to the case of the Snake game. The results are presented in the form of program written in Python programming language, which consists of the game environment created in PyGame, the model of convolutional neural network designed in Keras and agent playing the game. As an output of the program there are several types of datasets in CSV format. The gained data containing the values of parameters like number of epochs, accuracy, loss or the amount of the reward can later be used for further processing.
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Translation of selected parts of Dhuoda's work Liber manualis ad filium with comments and introductory study
Daňhelová, Jana ; Kalivoda, Jan (advisor) ; Drška, Václav (referee)
This bachelor thesis deals with the educational tract titled Liber manualis ad Filium written in Latin in the Early Middle Ages by Frank noblewoman Dhuoda. Liber manualis was created in the second phase of the Caroline era, in the time when the active knowledge of Latin and the literary production was an exclusive realm of clerical circles. It represents a unique example of a layman's literary production of the 9th century and, at the same time; it evidences the gradual penetration of Caroline Latin scholarship into the aristocracy. It provides valuable information about the life and mentality of the west Frankish aristocracy, especially about its ethical principles and perception of social roles in the Early Middle Ages society. The work, which Dhuoda dedicated to her elder son, resembles the in those times popular genre of mirror by its theme and moral-ethical approach; nevertheless, some aspects differ from other medieval mirrors. Especially its origin is unusual - Liber manualis originated as an immediate reaction to the author's painful experience of a mother isolated from her children. The tract is not addressed to an anonymous nobleman but to her own son. Consequently, it is, contrary to other mirrors, enriched by autobiographical features and deep emotional load. The actual aim of this bachelor...
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Reinforcement learning for solving game algorithms
Daňhelová, Jana ; Uher, Václav (referee) ; Kolařík, Martin (advisor)
The bachelor thesis Reinforcement learning for solving game algorithms is divided into two distinct parts. The theoretical part describes and compares the fundamental methods of reinforcement learning with special attention to the methods of active learning – Q-learning and deep learning. In the practical part the deep q-learning technique is chosen for testing and applied to the case of the Snake game. The results are presented in the form of program written in Python programming language, which consists of the game environment created in PyGame, the model of convolutional neural network designed in Keras and agent playing the game. As an output of the program there are several types of datasets in CSV format. The gained data containing the values of parameters like number of epochs, accuracy, loss or the amount of the reward can later be used for further processing.
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Epistolae duorum amantium - translation and commentary of the corpus of correspondence attributed to Abelard and Heloise with an introductory essay
Daňhelová, Jana ; Kalivoda, Jan (advisor) ; Doležalová, Lucie (referee)
The topic of this dissertation is a Medieval collection of 116 love letters (and fragments thereof), composed in all likelihood in the 12th century and commonly known today as "Epistulae duorum amantium". The only extant copy, penned by the Librarian of Clairvaux Abbey, comes from the latter half of the 15th century. The manuscript was discovered no sooner than in the 1970s and has been a subject of many questions ever since: It is not clear who the author of the original is or if the scribe copied a collection of genuine intimate correspondence or a work of rhetorical fiction (of the "ars dictaminis" genre). Nevertheless, certain aspects of the narrative and the relationship between the two lovers as depicted in the texts make some contemporary Medieval scholars believe that the collection might be an authentic record of the correspondence between the influential French theologian Abélard and his student Heloïse, written during the period of their mutual intensive romantic attachment. The aim of this dissertation is to present a complete Czech translation of the collection, accompanied by commentary and, using relevant works of secondary literature, to assess the current stage of research regarding the authenticity of the correspondence and its authorship.
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Translation of selected parts of Dhuoda's work Liber manualis ad filium with comments and introductory study
Daňhelová, Jana ; Kalivoda, Jan (advisor) ; Drška, Václav (referee)
This bachelor thesis deals with the educational tract titled Liber manualis ad Filium written in Latin in the Early Middle Ages by Frank noblewoman Dhuoda. Liber manualis was created in the second phase of the Caroline era, in the time when the active knowledge of Latin and the literary production was an exclusive realm of clerical circles. It represents a unique example of a layman's literary production of the 9th century and, at the same time; it evidences the gradual penetration of Caroline Latin scholarship into the aristocracy. It provides valuable information about the life and mentality of the west Frankish aristocracy, especially about its ethical principles and perception of social roles in the Early Middle Ages society. The work, which Dhuoda dedicated to her elder son, resembles the in those times popular genre of mirror by its theme and moral-ethical approach; nevertheless, some aspects differ from other medieval mirrors. Especially its origin is unusual - Liber manualis originated as an immediate reaction to the author's painful experience of a mother isolated from her children. The tract is not addressed to an anonymous nobleman but to her own son. Consequently, it is, contrary to other mirrors, enriched by autobiographical features and deep emotional load. The actual aim of this bachelor...
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