Learning-based optimal guidance for spacecraft close-proximity operations with certified stability

Key Points

• Optimal guidance techniques increase stability during close-proximity maneuvers, enhancing spacecraft performance.
• The proposed guidance approach integrates advanced learning-based methods for reliable operation metrics.
• This analysis employs innovative learning-based control models to optimize guidance for spacecraft dynamics.
• Improved methods may facilitate safer missions, though further validation in diverse scenarios is necessary.