most citedSPUDD: Stochastic Planning using Decision Diagrams

393 citations · 393 across the 1 of their papers we have counts for

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cs.AI2013★ 393 cited

SPUDD: Stochastic Planning using Decision Diagrams

Jesse Hoey, Robert St-Aubin, Alan Hu +1

Markov decisions processes (MDPs) are becoming increasing popular as models of decision theoretic planning. While traditional dynamic programming methods perform well for problems…