Accelerated Gradient Approach For Neural Network Adaptive Control Of Nonlinear Systems. - Duc M. Le; Omkar Sudhir Patil; Cristian F. Nino; Warren E. Dixon (CDC, 2022)

Consensus over Clustered Networks Using Output Feedback and Asynchronous Inter-Cluster Communication. - Cristian F. Nino; Federico M. Zegers; Sean Phillips; Warren E. Dixon (ACC, 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 (CDC, 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)

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 (CDC, 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 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)

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)

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, 2025)

Online ResNet-Based Adaptive Control for Nonlinear Target Tracking. - Cristian F. Nino; Omkar Sudhir Patil; Marla R. Eisman; Warren E. Dixon (CoRR, 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, 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, 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, 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., 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, 2025)