Helmert Lab

University of Basel

- · Switzerland

ERC-funded
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ERC Consolidator Grant · 2018

Beyond Distance Estimates: A New Theory of Heuristics for State-Space Search

Many problems in computer science can be cast as state-space search, where the objective is to find a path from an initial state to a goal state in a directed graph called a "state space". State-space search is challenging due to the state explosion problem a.k.a. "curse of dimensionality": interesting state spaces are often astronomically large, defying brute-force exploration. State-space search has been a core research problem in Artificial Intelligence since its early days and is alive as ever. Every year, a substantial fraction of research published at the ICAPS and SoCS conferences is concerned with state-space search, and the topic is very active at general AI conferences such as…

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