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rudolph:cig_new [2020-06-25 19:47] Marco Pleines [Games for Computational Intelligence Research] |
rudolph:cig_new [2021-10-27 15:31] Marco Pleines [Theses] |
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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 ===== | ===== Games for Computational Intelligence Research ===== | ||
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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]] | ||
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| + | * [[https://pypi.org/project/catanatron/|Catan]] | ||
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| + | * [[https://sites.google.com/view/arena-unity/home/learning-environments|Arena]] | ||
| ===== Publications ===== | ===== Publications ===== | ||
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| === Demonstration Articles === | === Demonstration Articles === | ||
| - | ===== Teaching ===== | + | ===== Theses (Abschlussarbeiten) ===== |
| - | === Completed Project Groups === | + | === Master Theses === |
| - | === Current Project Group === | + | === Bachelor Theses === |
| - | === Current Diploma Theses === | ||
| + | ===== Teaching ===== | ||
| - | === Completed Diploma Theses === | + | ==== Project Groups ==== |
| - | + | ||
| - | + | ||
| - | === Current Master Theses === | + | |
| - | + | ||
| - | === Completed Master Theses === | + | |
| - | + | ||
| - | === Current Bachelor Theses === | + | |
| - | + | ||
| - | === Completed Bachelor Theses === | + | |
| - | + | ||
| - | === Completed Seminar === | + | |
| - | ===== Project Groups ===== | + | === PG 642: Verteiltes Deep Reinforcement Learning System zum Trainieren von Game AI === |
| - | === PG 511 === | + | 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. | ||
| - | === PG 529 === | + | ===== Fachprojekt (technical project) Digital Entertainment Technologies ===== |
| - | == Stragotiator == | ||
| - | ===== Fachprojekte (technical projects) Digital Entertainment Technologies ===== | ||
| ===== Links ===== | ===== Links ===== | ||