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rudolph:cig_new [2021-10-27 15:35] Marco Pleines [Publications] |
rudolph:cig_new [2021-10-27 15:36] Marco Pleines [Publications] |
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===== Publications ===== | ===== Publications ===== | ||
+ | === Conference Articles (peer reviewed) === | ||
+ | == 2020 == | ||
- | === Journal Articles === | + | * Marco Pleines, Jenia Jitsev, Mike Preuss, Frank Zimmer. [[https://arxiv.org/abs/2004.00567|Obstacle Tower Without Human Demonstrations: How Far a Deep Feed-Forward Network Goes with Reinforcement Learning]]. In CoG 2020 Proceedings, IEEE. Best Paper Candidate. |
- | + | ||
+ | == 2019 == | ||
- | === Conference Articles (peer reviewed) === | + | * Marco Pleines, Frank Zimmer, Vincent-Pierre Berges. [[http://www.ieee-cog.org/papers/paper_22.pdf|Action Spaces in Deep Reinforcement Learning to Mimic Human Input Devices]]. In CoG 2019 Proceedings, IEEE. |
- | == 2020 == | + | === Competitions === |
- | + | ||
- | * Marco Pleines, Jenia Jitsev, Mike Preuss, Frank Zimmer. [[https://arxiv.org/abs/2004.00567|Obstacle Tower Without Human Demonstrations: How Far a Deep Feed-Forward Network Goes with Reinforcement Learning]]. In CoG 2020 Proceedings, IEEE. Best Paper Candidate. | + | |
+ | == 2019 == | ||
+ | * Marco Pleines, Mike Preuss, Jenia Jitsev, Frank Zimmer, Jonathan Indetzki. [[https://youtu.be/P2rBDHBHxcM|Rising to the Obstacle Tower Challenge]]. In CoG 2019 Short Video Competition, IEEE | ||
===== Theses (Abschlussarbeiten) ===== | ===== Theses (Abschlussarbeiten) ===== | ||