no code implementations • 15 Jan 2014 • Nicolas Meuleau, Emmanuel Benazera, Ronen I. Brafman, Eric A. Hansen, Mausam
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 resource availability.
no code implementations • 15 Jan 2014 • Daniel S. Bernstein, Christopher Amato, Eric A. Hansen, Shlomo Zilberstein
The main contribution of this paper is an optimal policy iteration algorithm for solving DEC-POMDPs.
no code implementations • 26 Sep 2013 • 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 decision problems to be modeled.