Distributionally Robust Risk Map for Learning-Based Motion Planning and Control: A Semidefinite Programming Approach

Author:

Hakobyan Astghik1ORCID,Yang Insoon1ORCID

Affiliation:

1. Department of Electrical and Computer Engineering, ASRI, Seoul National University, Seoul, South Korea

Funder

National Research Foundation of Korea

Information and Communications Technology Planning and Evaluation

Samsung

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Control and Systems Engineering

Reference78 articles.

1. Policy gradients with variance related risk criteria;tamar;Proc Int Conf Mach Learn,0

2. The MOSEK optimization toolbox for MATLAB manual. Version 10.0;aps,2022

3. Risk-Sensitive Motion Planning using Entropic Value-at-Risk

4. PENNON: A code for convex nonlinear and semidefinite programming

5. Conditional value-at-risk for general loss distributions

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