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cs.LG2024★ 1 cited
Learning Optimal Control and Dynamical Structure of Global Trajectory Search Problems with Diffusion Models
Jannik Graebner, Anjian Li, Amlan Sinha +1
Spacecraft trajectory design is a global search problem, where previous work has revealed specific solution structures that can be captured with data-driven methods. This paper exp…
cs.LG2023★ 2 cited
Amortized Global Search for Efficient Preliminary Trajectory Design with Deep Generative Models
Anjian Li, Amlan Sinha, Ryne Beeson
Preliminary trajectory design is a global search problem that seeks multiple qualitatively different solutions to a trajectory optimization problem. Due to its high dimensionality…