Publications

@mastersthesis{Seven2023,

title = {KI-Agenten im Vergleich: Erfolg von Agenten des Ludii General Game Systems in Partien gegen perfekte oder starke Agenten am Beispiel der Spiele Vier Gewinnt, Nim und Othello},

author = {Meltem Seven},

url = {https://www.gm.fh-koeln.de/~konen/research/PaperPDF/BA_Meltem-Seven-final.pdf},

year  = {2023},

date = {2023-01-01},

school = {TH Köln – University of Applied Sciences},

note = {Bachelor thesis},

keywords = {BT-MT, Game Learning, GBG, Ludii},

pubstate = {published},

tppubtype = {mastersthesis}

}

@mastersthesis{Weitz2022b,

title = {Untersuchung von selbstlernenden Reinforcement Learning Agenten im computergenerierten Spiel Yavalath},

author = {Ann Weitz},

url = {https://www.gm.fh-koeln.de/~konen/research/PaperPDF/BA-Weitz-final-2022.pdf},

year  = {2022},

date = {2022-05-01},

school = {TH Köln – University of Applied Sciences},

note = {Bachelor thesis},

keywords = {AI, BT-MT, Game Learning, Reinforcement learning},

pubstate = {published},

tppubtype = {mastersthesis}

}

@mastersthesis{Coeln2022,

title = {KI-Konzepte für das Erlernen nicht-deterministischer Spiele am Beispiel von "EinStein würfelt nicht!"},

author = {Julian Cöln},

url = {https://www.gm.fh-koeln.de/~konen/research/PaperPDF/BA_Julian_Coeln2021-final.pdf},

year  = {2022},

date = {2022-02-01},

school = {TH Köln – University of Applied Sciences},

note = {Bachelor thesis},

keywords = {AI, BT-MT, Game Learning, GBG, Reinforcement learning},

pubstate = {published},

tppubtype = {mastersthesis}

}

@mastersthesis{Meissner2021,

title = {Untersuchung des Spiel- und Lernerfolgs künstlicher Intelligenzen für ein nichtdeterministisches Spiel mit imperfekten Informationen: Blackjack in der Game-Learning-Umgebung ’General Board Game’ (GBG)},

author = {Simon Meissner},

url = {https://www.gm.fh-koeln.de/~konen/research/PaperPDF/BA-Meissner-final-2021.pdf},

year  = {2021},

date = {2021-12-01},

school = {TH Köln – University of Applied Sciences},

note = {Bachelor thesis},

keywords = {AI, BT-MT, Game Learning, GBG, machine learning},

pubstate = {published},

tppubtype = {mastersthesis}

}

@mastersthesis{Zeh2021,

title = {Untersuchung von allgemeinen KI-Agenten für das Spiel Poker im General Board Games Framework},

author = {Tim Zeh},

url = {https://www.gm.fh-koeln.de/~konen/research/PaperPDF/MA_Zeh_final_Poker-GBG-2021.pdf},

year  = {2021},

date = {2021-07-01},

school = {TH Köln – University of Applied Sciences},

note = {Master thesis},

keywords = {AI, BT-MT, Game Learning, GBG, machine learning},

pubstate = {published},

tppubtype = {mastersthesis}

}

@mastersthesis{Scheier2020b,

title = {AlphaZero-inspirierte KI-Agenten im General Board Game Playing},

author = {Johannes Scheiermann},

url = {http://www.gm.fh-koeln.de/~konen/research/PaperPDF/BA_Scheiermann_final.pdf},

year  = {2020},

date = {2020-01-01},

school = {TH Köln -- University of Applied Sciences},

note = {Bachelor thesis},

keywords = {AI, BT-MT, Game Learning, GBG, machine learning, Reinforcement learning},

pubstate = {published},

tppubtype = {mastersthesis}

}

@mastersthesis{Barsnick2019,

title = {Implementierung und Untersuchung eines Turniersystems für KI-Agenten in Brettspielen},

author = {Felix Barsnick},

url = {http://www.gm.fh-koeln.de/~konen/research/PaperPDF/MA_MMI_Barsnick-2019-04-final.pdf},

year  = {2019},

date = {2019-01-01},

institution = {Institut für Informatik},

school = {TH Köln -- University of Applied Sciences},

note = {Master thesis},

keywords = {BT-MT, Elo, Game Learning, GBG, Glicko, machine learning, Reinforcement learning},

pubstate = {published},

tppubtype = {mastersthesis}

}

@mastersthesis{Galitzki2017,

title = {Selbstlernende Agenten für das skalierbare Spiel Hex: Untersuchung verschiedener KI-Verfahren im GBG-Framework},

author = {Kevin Galitzki},

url = {http://www.gm.fh-koeln.de/~konen/research/PaperPDF/BA-KevinGalitzki-final-2017.pdf},

year  = {2017},

date = {2017-01-01},

institution = {Institut für Informatik},

school = {TH Köln -- University of Applied Sciences},

note = {Bachelor thesis},

keywords = {BT-MT, CI, Game Learning, GBG, learning, optimization, Reinforcement learning},

pubstate = {published},

tppubtype = {mastersthesis}

}

@mastersthesis{Kutsch2017,

title = {KI-Agenten fur das Spiel 2048: Untersuchung von Lernalgorithmen für nichtdeterministische Spiele},

author = {Johannes Kutsch},

url = {http://www.gm.fh-koeln.de/~konen/research/PaperPDF/BA_JohannesKutsch_Final-2017.pdf},

year  = {2017},

date = {2017-01-01},

institution = {Institut für Informatik},

school = {TH Köln -- University of Applied Sciences},

note = {Bachelor thesis},

keywords = {BT-MT, CI, Game Learning, GBG, learning, optimization, Reinforcement learning},

pubstate = {published},

tppubtype = {mastersthesis}

}

@mastersthesis{Thill2012,

title = {Reinforcement Learning mit N-Tupel-Systemen für Vier Gewinnt},

author = {Markus Thill},

url = {http://www.gm.fh-koeln.de/ciopwebpub/Theses.d/Thill12.d/BA-Thill-2012.pdf},

year  = {2012},

date = {2012-07-01},

school = {TH Köln – University of Applied Sciences},

note = {Bachelor thesis, 1st prize in Opitz award 2013, Festo award 2012, Ferchau award 2012},

keywords = {board games, BT-MT, Game Learning, learning},

pubstate = {published},

tppubtype = {mastersthesis}

}

@mastersthesis{Seven2023,

title = {KI-Agenten im Vergleich: Erfolg von Agenten des Ludii General Game Systems in Partien gegen perfekte oder starke Agenten am Beispiel der Spiele Vier Gewinnt, Nim und Othello},

author = {Meltem Seven},

url = {https://www.gm.fh-koeln.de/~konen/research/PaperPDF/BA_Meltem-Seven-final.pdf},

year  = {2023},

date = {2023-01-01},

school = {TH Köln – University of Applied Sciences},

note = {Bachelor thesis},

keywords = {},

pubstate = {published},

tppubtype = {mastersthesis}

}

@mastersthesis{Weitz2022b,

title = {Untersuchung von selbstlernenden Reinforcement Learning Agenten im computergenerierten Spiel Yavalath},

author = {Ann Weitz},

url = {https://www.gm.fh-koeln.de/~konen/research/PaperPDF/BA-Weitz-final-2022.pdf},

year  = {2022},

date = {2022-05-01},

school = {TH Köln – University of Applied Sciences},

note = {Bachelor thesis},

keywords = {},

pubstate = {published},

tppubtype = {mastersthesis}

}

@mastersthesis{Coeln2022,

title = {KI-Konzepte für das Erlernen nicht-deterministischer Spiele am Beispiel von "EinStein würfelt nicht!"},

author = {Julian Cöln},

url = {https://www.gm.fh-koeln.de/~konen/research/PaperPDF/BA_Julian_Coeln2021-final.pdf},

year  = {2022},

date = {2022-02-01},

school = {TH Köln – University of Applied Sciences},

note = {Bachelor thesis},

keywords = {},

pubstate = {published},

tppubtype = {mastersthesis}

}

@mastersthesis{Meissner2021,

title = {Untersuchung des Spiel- und Lernerfolgs künstlicher Intelligenzen für ein nichtdeterministisches Spiel mit imperfekten Informationen: Blackjack in der Game-Learning-Umgebung ’General Board Game’ (GBG)},

author = {Simon Meissner},

url = {https://www.gm.fh-koeln.de/~konen/research/PaperPDF/BA-Meissner-final-2021.pdf},

year  = {2021},

date = {2021-12-01},

school = {TH Köln – University of Applied Sciences},

note = {Bachelor thesis},

keywords = {},

pubstate = {published},

tppubtype = {mastersthesis}

}

@mastersthesis{Zeh2021,

title = {Untersuchung von allgemeinen KI-Agenten für das Spiel Poker im General Board Games Framework},

author = {Tim Zeh},

url = {https://www.gm.fh-koeln.de/~konen/research/PaperPDF/MA_Zeh_final_Poker-GBG-2021.pdf},

year  = {2021},

date = {2021-07-01},

school = {TH Köln – University of Applied Sciences},

note = {Master thesis},

keywords = {},

pubstate = {published},

tppubtype = {mastersthesis}

}

@mastersthesis{Scheier2020b,

title = {AlphaZero-inspirierte KI-Agenten im General Board Game Playing},

author = {Johannes Scheiermann},

url = {http://www.gm.fh-koeln.de/~konen/research/PaperPDF/BA_Scheiermann_final.pdf},

year  = {2020},

date = {2020-01-01},

school = {TH Köln -- University of Applied Sciences},

note = {Bachelor thesis},

keywords = {},

pubstate = {published},

tppubtype = {mastersthesis}

}