43 citations · 103 across the 26 of their papers we have counts for
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cs.AI2022★ 2 cited
Monte-Carlo Tree-Search for Leveraging Performance of Blackbox Job-Shop Scheduling Heuristics
Florian Wimmenauer, Matúš Mihalák, Mark H. M. Winands
In manufacturing, the production is often done on out-of-the-shelf manufacturing lines, whose underlying scheduling heuristics are not known due to the intellectual property. We co…
cs.AI2022★ 1 cited
Combining Monte-Carlo Tree Search with Proof-Number Search
Elliot Doe, Mark H. M. Winands, Dennis J. N. J. Soemers +1
Proof-Number Search (PNS) and Monte-Carlo Tree Search (MCTS) have been successfully applied for decision making in a range of games. This paper proposes a new approach called PN-MC…