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[HTML][HTML] Artificial intelligence for trusted autonomous satellite operations
Abstract Recent advances in Artificial Intelligence (AI) and Cyber-Physical Systems (CPS)
for aerospace applications have brought about new opportunities for the fast-growing …
for aerospace applications have brought about new opportunities for the fast-growing …
[HTML][HTML] Deep learning and artificial neural networks for spacecraft dynamics, navigation and control
S Silvestrini, M Lavagna - Drones, 2022 - mdpi.com
The growing interest in Artificial Intelligence is pervading several domains of technology and
robotics research. Only recently has the space community started to investigate deep …
robotics research. Only recently has the space community started to investigate deep …
Path planning of stratospheric airship in dynamic wind field based on deep reinforcement learning
The path planning of stratospheric airships holds significant potential for high altitude
platform station applications. However, current research is confronted with certain …
platform station applications. However, current research is confronted with certain …
Network architecture and action space analysis for deep reinforcement learning towards spacecraft autonomous guidance
The growing ferment towards enhanced autonomy on-board spacecrafts is driving the
research of leading space agencies. Concurrently, the rapid developments of Artificial …
research of leading space agencies. Concurrently, the rapid developments of Artificial …
[HTML][HTML] Deep reinforcement learning spacecraft guidance with state uncertainty for autonomous shape reconstruction of uncooperative target
In recent years, space research has shifted heavily its focus towards enhanced autonomy on-
board spacecrafts for on-orbit servicing activities (OOS). OOS and proximity operations …
board spacecrafts for on-orbit servicing activities (OOS). OOS and proximity operations …
An introductory review of swarm technology for spacecraft on‐orbit servicing
This review paper presents a comprehensive evaluation and forward‐looking perspective
on the underexplored topic of servicing target objects using spacecraft swarms. Such targets …
on the underexplored topic of servicing target objects using spacecraft swarms. Such targets …
[HTML][HTML] Mission analysis and guidance and control for the SpEye inspection CubeSat
The space community is moving forward with the development of in-orbit servicing and
removal technologies to enable the circular economy in space and improve future space …
removal technologies to enable the circular economy in space and improve future space …
Deep reinforcement learning for autonomous spacecraft inspection using illumination
This paper investigates the problem of on-orbit spacecraft inspection using a single free-
flying deputy spacecraft, equipped with an optical sensor, whose controller is a neural …
flying deputy spacecraft, equipped with an optical sensor, whose controller is a neural …
[HTML][HTML] Closed-loop AI-aided image-based GNC for autonomous inspection of uncooperative space objects
Autonomy is increasingly crucial in space missions due to several factors driving the
exploration and utilization of space. In the meanwhile, Artificial Intelligence methods begin to …
exploration and utilization of space. In the meanwhile, Artificial Intelligence methods begin to …
Run Time Assured Reinforcement Learning for Six Degree-of-Freedom Spacecraft Inspection
The trial and error approach of reinforcement learning (RL) results in high performance
across many complex tasks, but it can also lead to unsafe behavior. Run time assurance …
across many complex tasks, but it can also lead to unsafe behavior. Run time assurance …