45 citations · 213 across the 48 of their papers we have counts for
Showing 2014 · cs.AIShow all
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cs.AI2014
Topological Value Iteration Algorithms
Peng Dai, Mausam, Daniel Sabby Weld +1
Value iteration is a powerful yet inefficient algorithm for Markov decision processes (MDPs) because it puts the majority of its effort into backing up the entire state space, whic…
cs.AI2014★ 19 cited
A Heuristic Search Approach to Planning with Continuous Resources in Stochastic Domains
Nicolas Meuleau, Emmanuel Benazera, Ronen I. Brafman +2
We consider the problem of optimal planning in stochastic domains with resource constraints, where the resources are continuous and the choice of action at each step depends on res…