unstable-zeros Goto Github PK

data-driven-sls

Code needed to reproduce the examples in "Data-driven System Level Synthesis" by Anton Xue and Nikolai Matni.

dl-mpc-sls

Code needed to reproduce the examples found in the various works published on Distributed and Localized Model Predictive Control via System Level Synthesis, by C. Amo Alonso, S. J. Li, F. Yang, J. Anderson and N. Matni.

graph-symmetric-systems

grnn-comms-codesign

Code needed to reproduce the examples in F. Yang and N. Matni, "Communication Topology Co-Design in Graph Recurrent Neural Network based Distributed Control"

learning-cbfs

Code needed to reproduce the examples found in "Learning Control Barrier Functions from Expert Demonstrations," by A. Robey, H. Hu, L. Lindemann, H. Zhang, D. V. Dimarogonas, S. Tu, and N. Matni, https://arxiv.org/abs/2004.03315

learning-hcbfs

Code needed to replicate the examples from "Learning Hybrid Control Barrier Functions from Data" by L. Lindemann et al., to appear at CoRL 2020.

learning-rocbfs

robust-mpc-sls

Code needed to reproduce examples in "Robust Closed-loop Model Predictive Control via System Level Synthesis," by S. Chen, H. Wang, M. Morari, V. M. Preciado, and N. Matni, https://arxiv.org/pdf/1911.06842.pdf

robust-sls

Code needed to reproduce the examples found in "Robust Performance Guarantees for System Level Synthesis" by N. Matni and A. Sharma, https://arxiv.org/abs/1909.10092

tasil