Challenges

Objectives

Based on the state of the art, looking into the future, cognitive systems research needs questions or challenges that define progress. These challenges are not (yet more) predictions of the future, but a guideline what are the aims and what would constitute progress. Such challenges can have a significant effect on research progress - as witnessed, for example, by David Hilbert's ‘23 problems' for mathematics in the 20th Century. As Hilbert's example shows, this effect is achieved even if the specific challenges are a result of the spirit of their time. Such challenges already exist for certain areas, such as the fields of data-mining, machine learning, pattern recognition or computer vision but we propose to extend this to other areas and to more general challenges that, we expect, will not be reached by narrow technical solutions but by deeper and integrated cognitive systems.

Responsible project partners: Antoni Gomila, Luc Steels, (Vincent C. Müller)

Description of work

One page list of challenges - 2.1.

A list of some 10-20 specific challenges for cognitive systems research, against which future developments can be measured. Each challenge will contain a one-sentence aim, and a detailed specification. Some will be long-term visions, but some will be medium-term.

Articles linked to the challenges - 2.2

The one-sentence challenges of 1.1 are linked to short articles describing what counts as meeting this challenge (and what is ‘cheating' and thus not meeting the challenge). Further links lead to discussion-pages about possible contenders to the challenge, to articles and nodes about the ‘state of the art' from WP 1 and other resources.

Roadblocks and how to overcome them - 2.3

On the way towards meeting the formulated challenges, researchers will face difficulties. It is important to identify these and understand their nature (whether they have to do with technical resources, computational power, approach, ...). The list of challenges will thus be linked to a list of obstacles and proposals to overcome them.

Thematic workshops - 2.4

The network will organize/provide support for Thematic Workshops on particular issues that pertain to the formulation of the challenges and their detailed description. We expect to fund about 3 workshops per year in all.

EUCogII Wiki Links