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Thomas RIEDL

Master's thesis

Model Tuning with Reinforcement Learning from Human Advice

Abstract:
In this thesis, the concept of reinforcement learning from human advice is applied to the task of model tuning. The overall objective is to integrate evaluative feedback into the training process of reinforcement learning to fine-tune a Multi-Layer-Perceptron model according to specific stakeholder requirements. The concept is especially effective for natural, unconstrained requirements, which are …more
 
 
Language used: English
Date on which the thesis was submitted / produced: 8. 2. 2024

Thesis defence

  • Supervisor: prof. Dr. Patrick Glauner

Citation record

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RIEDL, Thomas. Model Tuning with Reinforcement Learning from Human Advice. České Budějovice, 2024. diplomová práce (Mgr.). JIHOČESKÁ UNIVERZITA V ČESKÝCH BUDĚJOVICÍCH. Přírodovědecká fakulta

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Published in Theses:
  • Soubory jsou nedostupné do 8. 2. 2027
  • Po tomto datu bude práce dostupná: světu
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Institution archiving the thesis and making it accessible: JIHOČESKÁ UNIVERZITA V ČESKÝCH BUDĚJOVICÍCH, Přírodovědecká fakulta
http://wstag.jcu.cz/StagPortletsJSR168/CleanUrl?urlid=prohlizeni-prace-detail&praceIdno=74279 Reference to the local database file of the institution

UNIVERSITY OF SOUTH BOHEMIA IN ČESKÉ BUDĚJOVICE

Faculty of Science

Master programme / field:
Artificial Intelligence and Data Science / Artificial Intelligence and Data Science

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