261 citations · 631 across the 10 of their papers we have counts for
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cs.AI2013
Solving Limited-Memory Influence Diagrams Using Branch-and-Bound Search
Arindam Khaled, Eric A. Hansen, Changhe Yuan
A limited-memory influence diagram (LIMID) generalizes a traditional influence diagram by relaxing the assumptions of regularity and no-forgetting, allowing a wider range of decisi…
cs.AI2013★ 191 cited
Solving POMDPs by Searching in Policy Space
Eric A. Hansen
Most algorithms for solving POMDPs iteratively improve a value function that implicitly represents a policy and are said to search in value function space. This paper presents an a…