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rudolph:cig_new [2021-10-19 10:45] Marco Pleines [Games for Computational Intelligence Research] |
rudolph:cig_new [2021-10-27 15:33] Marco Pleines |
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* [[staff:rudolph|Prof. Dr. Günter Rudolph]] | * [[staff:rudolph|Prof. Dr. Günter Rudolph]] | ||
* [[staff:pleines|Marco Pleines]] | * [[staff:pleines|Marco Pleines]] | ||
+ | * [[staff:nicolas_fischoeder|Nicolas Fischöder]] | ||
- | ===== Games for Computational Intelligence Research ===== | + | ===== Publications ===== |
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+ | |||
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+ | === Journal Articles === | ||
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+ | === Conference Articles (peer reviewed) === | ||
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+ | ===== Theses (Abschlussarbeiten) ===== | ||
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+ | === Master Theses === | ||
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+ | === Bachelor Theses === | ||
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+ | ===== Teaching ===== | ||
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+ | ==== Fachprojekt (technical project) Digital Entertainment Technologies ==== | ||
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+ | ==== Project Groups ==== | ||
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+ | === PG 642: Verteiltes Deep Reinforcement Learning System zum Trainieren von Game AI === | ||
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+ | The goal of this project group is to train agents to play Rocket League using a distributed Deep Reinforcement Learning system. | ||
+ | Training directly on Rocket League comes with many issues. Therefore, the game is reimplemented in Unity. | ||
+ | This raises the challenge of transferring the learned behavior in Unity to Rocket League, which is called a sim-to-sim transfer. | ||
+ | As this project is still ongoing, there are no outcomes to be presented yet. | ||
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+ | ===== Links ===== | ||
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+ | ==== Games for Computational Intelligence Research ==== | ||
* [[https://github.com/Baekalfen/PyBoy|PyBoy]] | * [[https://github.com/Baekalfen/PyBoy|PyBoy]] | ||
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* [[https://github.com/Nordeus/heroic-rl|Heroic Magic Duel]] | * [[https://github.com/Nordeus/heroic-rl|Heroic Magic Duel]] | ||
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* [[https://github.com/MiscellaneousStuff/pylol|League of Legends]] | * [[https://github.com/MiscellaneousStuff/pylol|League of Legends]] | ||
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* [[https://sites.google.com/view/arena-unity/home/learning-environments|Arena]] | * [[https://sites.google.com/view/arena-unity/home/learning-environments|Arena]] | ||
- | ===== Publications ===== | ||
- | |||
- | === Journal Articles === | ||
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- | === Conference Articles (peer reviewed) === | ||
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- | === Technical Reports === | ||
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- | === Demonstration Articles === | ||
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- | ===== Teaching ===== | ||
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- | === Completed Project Groups === | ||
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- | === Current Project Group === | ||
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- | === Current Diploma Theses === | ||
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- | === Completed Diploma Theses === | ||
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- | === Current Master Theses === | ||
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- | === Completed Master Theses === | ||
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- | === Current Bachelor Theses === | ||
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- | === Completed Bachelor Theses === | ||
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- | === Completed Seminar === | ||
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- | ===== Project Groups ===== | ||
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- | === PG 511 === | ||
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- | === PG 529 === | ||
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- | == Stragotiator == | ||
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- | ===== Fachprojekte (technical projects) Digital Entertainment Technologies ===== | ||
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- | ===== Links ===== | ||