2 papers
math.OC2026
Self-supervised In-context Operator Learning for Stochastic Mean-Field Control
Suyi Gao, Mo Zhou, Rongjie Lai
Stochastic mean-field control (MFC) provides a fundamental framework for coordinating large populations of interacting agents under uncertainty, with a wide range of applications.…
cs.LG2026
Neural Operator Learning for Collision-Aware Trajectory Planning of Spacecraft Swarms
Sidhdharth D. Sikka, Suyi Gao, Zehui Lu +2
Satellite constellations require orbital transfers that are both fuel efficient and collision avoidant. Yet, the computational cost of optimization methods traditionally used to pl…