Details

Autor(en) / Beteiligte

• Izzo, Dario
• Märtens, Marcus
• Pan, Binfeng

Titel

A survey on artificial intelligence trends in spacecraft guidance dynamics and control

Ist Teil von

• Astrodynamics, 2019-12, Vol.3 (4), p.287-299

Ort / Verlag

Singapore: Springer Nature Singapore

Erscheinungsjahr

2019

Link zum Volltext

Quelle

SpringerLink (Online service)

Beschreibungen/Notizen

• The rapid developments of artificial intelligence in the last decade are influencing aerospace engineering to a great extent and research in this context is proliferating. We share our observations on the recent developments in the area of spacecraft guidance dynamics and control, giving selected examples on success stories that have been motivated by mission designs. Our focus is on evolutionary optimisation, tree searches and machine learning, including deep learning and reinforcement learning as the key technologies and drivers for current and future research in the field. From a high-level perspective, we survey various scenarios for which these approaches have been successfully applied or are under strong scientific investigation. Whenever possible, we highlight the relations and synergies that can be obtained by combining different techniques and projects towards future domains for which newly emerging artificial intelligence techniques are expected to become game changers.