Difference between revisions of "Tobias Joppen"
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* [[Tobias Joppen]] ('''2014'''). ''Ermittlung von Rennstrategien für vordefinierte Rennlinien via Reinforcement Learning''. B.Sc. thesis, Knowledge Engineering Group, [[Darmstadt University of Technology|TU Darmstadt]] (German) | * [[Tobias Joppen]] ('''2014'''). ''Ermittlung von Rennstrategien für vordefinierte Rennlinien via Reinforcement Learning''. B.Sc. thesis, Knowledge Engineering Group, [[Darmstadt University of Technology|TU Darmstadt]] (German) | ||
==2015 ...== | ==2015 ...== | ||
| − | * [[Tobias Joppen]] ('''2016'''). ''Präferenzbasierte Monte Carlo Baumsuche''. Knowledge Engineering Group, [[Darmstadt University of Technology|TU Darmstadt]] (German | + | * [[Tobias Joppen]] ('''2016'''). ''Präferenzbasierte Monte Carlo Baumsuche''. Knowledge Engineering Group, [[Darmstadt University of Technology|TU Darmstadt]] (German) |
* [[Tobias Joppen]], [[Miriam Moneke]], [[Nils Schroder]], [[Christian Wirth]], [[Johannes Fürnkranz]] ('''2018'''). ''[http://ieeexplore.ieee.org/document/7970136/ Informed Hybrid Game Tree Search for General Video Game Playing]''. [[IEEE#TOCIAIGAMES|IEEE Transactions on Computational Intelligence and AI in Games]], Vol. 10, No. 1 | * [[Tobias Joppen]], [[Miriam Moneke]], [[Nils Schroder]], [[Christian Wirth]], [[Johannes Fürnkranz]] ('''2018'''). ''[http://ieeexplore.ieee.org/document/7970136/ Informed Hybrid Game Tree Search for General Video Game Playing]''. [[IEEE#TOCIAIGAMES|IEEE Transactions on Computational Intelligence and AI in Games]], Vol. 10, No. 1 | ||
* [[Tobias Joppen]], [[Christian Wirth]], [[Johannes Fürnkranz]] ('''2018'''). ''Preference-Based Monte Carlo Tree Search''. [https://arxiv.org/abs/1807.06286 arXiv:1807.06286] | * [[Tobias Joppen]], [[Christian Wirth]], [[Johannes Fürnkranz]] ('''2018'''). ''Preference-Based Monte Carlo Tree Search''. [https://arxiv.org/abs/1807.06286 arXiv:1807.06286] | ||
Revision as of 19:16, 10 February 2019
Tobias Joppen [1]
Tobias Joppen,
a German computer scientist affiliated with TU Darmstadt and scientific staff in the knowledge engineering group headed by Johannes Fürnkranz [2].
His research interests include reinforcement learning, general game playing and Monte-Carlo tree search [3].
Selected Publications
2014
- Tobias Joppen (2014). Ermittlung von Rennstrategien für vordefinierte Rennlinien via Reinforcement Learning. B.Sc. thesis, Knowledge Engineering Group, TU Darmstadt (German)
2015 ...
- Tobias Joppen (2016). Präferenzbasierte Monte Carlo Baumsuche. Knowledge Engineering Group, TU Darmstadt (German)
- Tobias Joppen, Miriam Moneke, Nils Schroder, Christian Wirth, Johannes Fürnkranz (2018). Informed Hybrid Game Tree Search for General Video Game Playing. IEEE Transactions on Computational Intelligence and AI in Games, Vol. 10, No. 1
- Tobias Joppen, Christian Wirth, Johannes Fürnkranz (2018). Preference-Based Monte Carlo Tree Search. arXiv:1807.06286
- Tobias Joppen, Johannes Fürnkranz (2019). Ordinal Monte Carlo Tree Search. TU Darmstadt, arXiv:1901.04274
