How can we use AI to develop and validate autonomous navigation systems for space exploration?
Synthetic data generation using diffusion models and reinforcement learning
Martian terrain simulations using Unreal engine
How can we combine machine learning with physics-based models to improve GPS navigation in challenging environments?
Learning context clues from Vision Language Models
Using graph neural networks to model spatial and temporal errors
How can we develop resilient algorithms for navigation using multiple sensors in harsh environments?
Sensor fusion using learned error models
Saliency mapping and distributed resilient filter for navigation
How can we use novel reconstruction tools and sensor fusion to aid absolute and relative positioning in drone swarms?
Optimizing drone swarms for 3D reconstruction using neural radiance fields
Fusing 3D aerial maps with GPS carrier phase measurements for accurate positioning