271160

#149746

Henry Brown
Participant

Automate more of the process…

Interesting Paper from University Carlos III de Madrid

Scientists at Universidad Carlos III in Madrid (UC3M) have presented a new technique based on Artificial Intelligence that can automatically create plans, allowing problems to be solved with much greater speed than current methods provide when resources are limited. This method can be applied in sectors such as logistics, autonomous control of robots, fire extinguishing and on-line learning.

The researchers have developed a new methodology to solve automated planning problems, an area of AI, especially when there are more objectives than it is possible to achieve in the available time. The idea is to get the system to find, on its own, an ordered sequence of actions that will allow objectives to be reached (in a final stage) given the initial situation and available resources. For example, given a group of trucks and goods, these techniques can use automatic planning to optimize the routes and means of transport, based on timetables and products. The methodology presented by these scientists would, in this case, allow the users to create plans in a situation in which not all the packages can be delivered, as would occur when the time that is needed to perform the task is greater than the time that is available, because of the inadequacy of the available resources. In this case, the system would attempt to find a plan by which the greatest number of goods possible could be delivered, thus minimizing the cost.

“What very often happens in real situations is that there is no plan that can reach all of the objectives due to the limitations of one resource, such as time, money, fuel, battery… and this is where the methodology proposed in the article can be used”, explains Professor Ángel García Olaya.