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rudolph:cig_new [2021-10-19 10:44] Marco Pleines [Games for Computational Intelligence Research] |
rudolph:cig_new [2021-10-27 15:07] Marco Pleines [Project Groups] |
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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://pypi.org/project/catanatron/|Catan]] | * [[https://pypi.org/project/catanatron/|Catan]] | ||
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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 ===== | ===== Publications ===== | ||
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| ===== Project Groups ===== | ===== Project Groups ===== | ||
| - | === PG 511 === | + | === PG 642: Verteiltes Deep Reinforcement Learning System zum Trainieren von Game AI === |
| - | + | ||
| - | === PG 529 === | + | |
| - | == Stragotiator == | + | 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. | ||
| ===== Fachprojekte (technical projects) Digital Entertainment Technologies ===== | ===== Fachprojekte (technical projects) Digital Entertainment Technologies ===== | ||