30 citations · 85 across the 17 of their papers we have counts for
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cs.AI2023
On Using Admissible Bounds for Learning Forward Search Heuristics
Carlos Núñez-Molina, Masataro Asai, Pablo Mesejo +1
In recent years, there has been growing interest in utilizing modern machine learning techniques to learn heuristic functions for forward search algorithms. Despite this, there has…
cs.AI2023★ 1 cited
Scale-Adaptive Balancing of Exploration and Exploitation in Classical Planning
Stephen Wissow, Masataro Asai
Balancing exploration and exploitation has been an important problem in both game tree search and automated planning. However, while the problem has been extensively analyzed withi…
cs.LG2023★ 1 cited
Analytical Conjugate Priors for Subclasses of Generalized Pareto Distributions
Masataro Asai
This article is written for pedagogical purposes aiming at practitioners trying to estimate the finite support of continuous probability distributions, i.e., the minimum and the ma…