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What is Multi-Robot Gradient Estimation Techniques about?

This technical report details the mathematical foundations for multi-robot symmetric formations aimed at gradient and Hessian estimation, particularly in the context of source seeking. It discusses the formation of agents in a symmetric configuration and presents theorems for estimating the gradient and Hessian of a 3D signal distribution. The report emphasizes the conditions under which accurate estimations can be achieved using these formations, supported by mathematical proofs and derivations.

Author

aliexpresspacor

Language

EN