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math.OC2026
Occupation-Measure Mean-Field Control: Optimization over Measures and Frank-Wolfe Methods
Di Yu, Sixiong You, Chaoying Pei
Coordinating large populations of autonomous agents, such as UAV swarms or satellite constellations, poses significant computational challenges for traditional multi-agent control…
math.OC2019★ 1 cited
Learning-based Hamilton-Jacobi-Bellman Methods for Optimal Control
Sixiong You, Ran Dai, Ping Lu
Many optimal control problems are formulated as two point boundary value problems (TPBVPs) with conditions of optimality derived from the Hamilton-Jacobi-Bellman (HJB) equations. I…