Advancing statistical learning and artificial intelligence in nanophotonics inverse design

Advancing Artificial Intelligence through Minimalist Humanoid Robotics

While the robots that most quickly come to mind to the general public are those with the most elaborate features and movements, those that are most useful in advancing the state of the art in artificial intelligence (AI) are very different. Minimalist robots are inexpensive and therefore more broadly available for research and educational purposes, but also force the researcher to rely on good,...

A Neuropsychological Framework for Advancing Artificial Intelligence

Passing the Turing test, understanding neural behaviour, understanding psychological behaviour, and developing useful Artificial Intelligence (AI) systems are all complex and interrelated problems. By a principled process of integrating models from these domains, it is hoped that steady progress will be made on a variety of research fronts. The authors propose a good way to develop the capacity...

Statistical methods with application to machine learning and artificial intelligence

Artificial Intelligence in Process Design

Conceptual Design and Artificial Intelligence

This paper introduces new approaches to the conceptual design of electro-mechanical systems from qualitative specifications of behaviour and function. The power of these methods stems from the integration of techniques in qualitative physics, symbolic mathematics , computational geometry and constraint programming. This is illustrated with an effective kinematic synthesis method that integrates...