benedekrozemberczki / awesome-monte-carlo-tree-search-papers Goto Github PK
View Code? Open in Web Editor NEWA curated list of Monte Carlo tree search papers with implementations.
License: Creative Commons Zero v1.0 Universal
A curated list of Monte Carlo tree search papers with implementations.
License: Creative Commons Zero v1.0 Universal
URLs that no longer work:
I maintain a similar list at https://github.com/captn3m0/boardgame-research/ and find it easier to link the DOI instead (wherever possible)
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Dear PhD candidate at The University of Edinburgh
Get some help
Hi @benedekrozemberczki, this is an interesting collection, thanks!
I work as a researcher mostly in the intersection of semantic technologies, database systems, and high-performance computing so I might be able to add some papers. But first, I am not 100% sure about what the exact definition of "tree search" is here (and I guess, there is a number of possible definitions). However, I have recently stumbled upon "color-coding algorithms" use repeated relabeling operations to count/enumerate isomorphic matches of subtrees. Some papers that could be relevant are as follows:
Let me know if this seems relevant to how the "tree search" problem is defined in the ML/DM communities (and in this repository).
*Regarding GraphBLAS, I happen to have my own awesome-style collection of resources, including papers, presentations, implementations, etc.
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