30 citations · 55 across the 5 of their papers we have counts for
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cs.AI2026
When Remembering and Planning are Worth it: Navigating under Change
Omid Madani, J. Brian Burns, Reza Eghbali +1
We explore how different types and uses of memory can aid spatial navigation in changing uncertain environments. In the simple foraging task we study, every day, our agent has to f…
cs.AI2012★ 2 cited
Polynomial Value Iteration Algorithms for Detrerminstic MDPs
Omid Madani
Value iteration is a commonly used and empirically competitive method in solving many Markov decision process problems. However, it is known that value iteration has only pseudo-po…