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Created page with "'''Home * People * Patrick Korus''' '''Patrick Korus''',<br/> a German computer scientist and student at [[Darmstadt University of Technology|TU Darmstadt]..."
'''[[Main Page|Home]] * [[People]] * Patrick Korus'''
'''Patrick Korus''',<br/>
a German computer scientist and student at [[Darmstadt University of Technology|TU Darmstadt]].
His current research covers [[Monte-Carlo Tree Search|Monte-Carlo tree search]], which was topic of his B.Sc. thesis <ref>[https://www.ml.informatik.tu-darmstadt.de/people/jczech/ TU Darmstadt | Johannes Czech | Supervised Theses]</ref>.
Along with [[Johannes Czech]] and [[Kristian Kersting]] he worked on an improvement of [[AlphaZero|AlphaZero's]] [[Monte-Carlo Tree Search|MCTS]] / [[Christopher D. Rosin#PUCT|PUCT]] algorithm considering [[Transposition|transpositions]].
The proposed '''Monte-Carlo Graph Search''' uses a [https://en.wikipedia.org/wiki/Directed_acyclic_graph directed acyclic graph] (DAG) rather than a [https://en.wikipedia.org/wiki/Tree_structure tree structure]
and is optionally applied in the [[Deep Learning|deep learning]] [[Chess#Variants|chess variant]] engine [[CrazyAra]] <ref>[[Johannes Czech]], [[Patrick Korus]], [[Kristian Kersting]] ('''2020'''). ''Monte-Carlo Graph Search for AlphaZero''. [https://arxiv.org/abs/2012.11045 arXiv:2012.11045]</ref>.
=Selected Publications=
<ref>[https://dblp.org/pid/281/8255.html dblp: Patrick Korus]</ref>
* [[Patrick Korus]] ('''2020'''). ''An Evaluation of MCTS Methods for Continuous Control Tasks''. B.Sc. thesis, [[Darmstadt University of Technology|TU Darmstadt]]
* [[Johannes Czech]], [[Patrick Korus]], [[Kristian Kersting]] ('''2020'''). ''Monte-Carlo Graph Search for AlphaZero''. [https://arxiv.org/abs/2012.11045 arXiv:2012.11045]
* [[Johannes Czech]], [[Patrick Korus]], [[Kristian Kersting]] ('''2021'''). ''[https://ojs.aaai.org/index.php/ICAPS/article/view/15952 Improving AlphaZero Using Monte-Carlo Graph Search]''. [https://ojs.aaai.org/index.php/ICAPS/issue/view/380 Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling], Vol. 31, [https://www.ml.informatik.tu-darmstadt.de/papers/czech2021icaps_mcgs.pdf pdf]
=External Links=
* [https://paperswithcode.com/author/patrick-korus Patrick Korus | Papers With Code]
=References=
<references />
'''[[People|Up one level]]'''
[[Category:Chess Programmer|Korus]]
'''Patrick Korus''',<br/>
a German computer scientist and student at [[Darmstadt University of Technology|TU Darmstadt]].
His current research covers [[Monte-Carlo Tree Search|Monte-Carlo tree search]], which was topic of his B.Sc. thesis <ref>[https://www.ml.informatik.tu-darmstadt.de/people/jczech/ TU Darmstadt | Johannes Czech | Supervised Theses]</ref>.
Along with [[Johannes Czech]] and [[Kristian Kersting]] he worked on an improvement of [[AlphaZero|AlphaZero's]] [[Monte-Carlo Tree Search|MCTS]] / [[Christopher D. Rosin#PUCT|PUCT]] algorithm considering [[Transposition|transpositions]].
The proposed '''Monte-Carlo Graph Search''' uses a [https://en.wikipedia.org/wiki/Directed_acyclic_graph directed acyclic graph] (DAG) rather than a [https://en.wikipedia.org/wiki/Tree_structure tree structure]
and is optionally applied in the [[Deep Learning|deep learning]] [[Chess#Variants|chess variant]] engine [[CrazyAra]] <ref>[[Johannes Czech]], [[Patrick Korus]], [[Kristian Kersting]] ('''2020'''). ''Monte-Carlo Graph Search for AlphaZero''. [https://arxiv.org/abs/2012.11045 arXiv:2012.11045]</ref>.
=Selected Publications=
<ref>[https://dblp.org/pid/281/8255.html dblp: Patrick Korus]</ref>
* [[Patrick Korus]] ('''2020'''). ''An Evaluation of MCTS Methods for Continuous Control Tasks''. B.Sc. thesis, [[Darmstadt University of Technology|TU Darmstadt]]
* [[Johannes Czech]], [[Patrick Korus]], [[Kristian Kersting]] ('''2020'''). ''Monte-Carlo Graph Search for AlphaZero''. [https://arxiv.org/abs/2012.11045 arXiv:2012.11045]
* [[Johannes Czech]], [[Patrick Korus]], [[Kristian Kersting]] ('''2021'''). ''[https://ojs.aaai.org/index.php/ICAPS/article/view/15952 Improving AlphaZero Using Monte-Carlo Graph Search]''. [https://ojs.aaai.org/index.php/ICAPS/issue/view/380 Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling], Vol. 31, [https://www.ml.informatik.tu-darmstadt.de/papers/czech2021icaps_mcgs.pdf pdf]
=External Links=
* [https://paperswithcode.com/author/patrick-korus Patrick Korus | Papers With Code]
=References=
<references />
'''[[People|Up one level]]'''
[[Category:Chess Programmer|Korus]]
