most citedSpeeding Up Planning in Markov Decision Processes via Automatically Constructed Abstractions

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cs.AI2012★ 3 cited

Speeding Up Planning in Markov Decision Processes via Automatically Constructed Abstractions

Alejandro Isaza, Csaba Szepesvari, Vadim Bulitko +1

In this paper, we consider planning in stochastic shortest path (SSP) problems, a subclass of Markov Decision Problems (MDP). We focus on medium-size problems whose state space can…