Cristian F. Nino

According to our database, Cristian F. Nino authored at least 15 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Collaborative Indirect Influencing and Control on Graphs using Graph Neural Networks.

Max L. Gardenswartz, Brandon C. Fallin, Cristian F. Nino, Warren E. Dixon

CoRR, July, 2025

Accelerated Gradient Approach For Deep Neural Network-Based Adaptive Control of Unknown Nonlinear Systems.

Duc M. Le, Omkar Sudhir Patil, Cristian F. Nino, Warren E. Dixon

IEEE Trans. Neural Networks Learn. Syst., April, 2025

Bounds on Deep Neural Network Partial Derivatives with Respect to Parameters.

Omkar Sudhir Patil, Brandon C. Fallin, Cristian F. Nino, Rebecca G. Hart, Warren E. Dixon

CoRR, March, 2025

Lyapunov-Based Graph Neural Networks for Adaptive Control of Multi-Agent Systems.

Brandon C. Fallin, Cristian F. Nino, Omkar Sudhir Patil, Zachary I. Bell, Warren E. Dixon

CoRR, March, 2025

Decentralized RISE-based Control for Exponential Heterogeneous Multi-Agent Target Tracking of Second-Order Nonlinear Systems.

Cristian F. Nino, Omkar Sudhir Patil, Sage C. Edwards, Warren E. Dixon

CoRR, March, 2025

Online ResNet-Based Adaptive Control for Nonlinear Target Tracking.

Cristian F. Nino, Omkar Sudhir Patil, Marla R. Eisman, Warren E. Dixon

CoRR, March, 2025

Collaborative Spacecraft Servicing under Partial Feedback using Lyapunov-based Deep Neural Networks.

Cristian F. Nino, Omkar Sudhir Patil, Christopher D. Petersen, Sean Phillips, Warren E. Dixon

CoRR, January, 2025

Online ResNet-Based Adaptive Control for Nonlinear Target Tracking.

Cristian F. Nino, Omkar Sudhir Patil, Jordan C. Insinger, Marla R. Eisman, Warren E. Dixon

IEEE Control. Syst. Lett., 2025

Distributed RISE-Based Control for Exponential Heterogeneous Multi-Agent Target Tracking of Second-Order Nonlinear Systems.

Cristian F. Nino, Omkar Sudhir Patil, Sage C. Edwards, Warren E. Dixon

IEEE Control. Syst. Lett., 2025

2024

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems.

Saiedeh Akbari, Cristian F. Nino, Omkar Sudhir Patil, Warren E. Dixon

CoRR, 2024

Distributed Target Tracking under Partial Feedback using Lyapunov-based Deep Neural Networks.

Cristian F. Nino, Omkar Sudhir Patil, Sage C. Edwards, Zachary I. Bell, Warren E. Dixon

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024

2023

Second-Order Heterogeneous Multi-Agent Target Tracking Without Relative Velocities.

Cristian F. Nino, Omkar Sudhir Patil, Warren E. Dixon

IEEE Control. Syst. Lett., 2023

Deep Adaptive Indirect Herding of Multiple Target Agents with Unknown Interaction Dynamics.

Cristian F. Nino, Omkar Sudhir Patil, Jhyv N. Philor, Zachary I. Bell, Warren E. Dixon

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Consensus over Clustered Networks Using Output Feedback and Asynchronous Inter-Cluster Communication.

Cristian F. Nino, Federico M. Zegers, Sean Phillips, Warren E. Dixon

Proceedings of the American Control Conference, 2023

2022

Accelerated Gradient Approach For Neural Network Adaptive Control Of Nonlinear Systems.

Duc M. Le, Omkar Sudhir Patil, Cristian F. Nino, Warren E. Dixon

Proceedings of the 61st IEEE Conference on Decision and Control, 2022