AAAI Publications, Ninth Annual Symposium on Combinatorial Search

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Searching for Real-Time Heuristic Search Algorithms
Vadim Bulitko

Last modified: 2016-06-20

Abstract


Heuristic search is a core area of Artificial Intelligence with applications to planning, scheduling and game playing. Real-time heuristic search applies to search problems where plan execution needs to start before a complete solution can be computed. Since the inception of real-time heuristic search in the early 1990s a great number of algorithms have been proposed and evaluated. In this paper we break them down into building blocks and conduct a search in the space of such building blocks. Even simple tabulated and iterative searches find new real-time heuristic search algorithms outperforming manually crafted contemporary algorithms.

Keywords


real-time heuristic search, search for algorithms

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