This paper describes the CMUnited-99 small-size robot team. The team builds on our previous RoboCup champion teams (’97 and ’98). The team reuses much of the hardware, percepti...
Manuela M. Veloso, Michael H. Bowling, Sorin Achim
POMDPs are a popular framework for representing decision making problems that contain uncertainty. The high computational complexity of finding exact solutions to POMDPs has spaw...
We address the problem of spatial conservation planning in which the goal is to maximize the expected spread of cascades of an endangered species by strategically purchasing land ...
One approach to optimal planning is to first start with a sub- optimal solution as a seed plan, and then iteratively search for shorter plans. This approach inevitably leads to an...
Planning based on propositional SAT(isfiability) is a powerful approach to computing step-optimal plans given a parallel execution semantics. In this setting: (i) a solution plan ...
Nathan Robinson, Charles Gretton, Duc Nghia Pham, ...