191 citations · 230 across the 2 of their papers we have counts for
2 papers
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…
cs.AI2012★ 39 cited
Symbolic Generalization for On-line Planning
Zhengzhu Feng, Eric A. Hansen, Shlomo Zilberstein
Symbolic representations have been used successfully in off-line planning algorithms for Markov decision processes. We show that they can also improve the performance of on-line pl…