Scott Nivison

Deep Neural Network-Based Approximate Optimal Tracking for Unknown Nonlinear Systems

Max L. Greene, Zachary I. Bell, Scott Nivison et al. · IEEE Transactions on Automatic Control · 2023 · 46 citations

Nonlinear Control, Engineering, Machine Learning +10

Sparse Learning-Based Approximate Dynamic Programming With Barrier Constraints

Max L. Greene, Patryk Deptula, Scott Nivison et al. · IEEE Control Systems Letters · 2020 · 34 citations

Mathematical Programming, Engineering, Machine Learning +17

Development of a robust deep recurrent neural network controller for flight applications

Scott Nivison, Pramod P. Khargonekar · 2017 · 21 citations

Aeronautics, Engineering, Deep Reinforcement Learning +14

A Sparse Neural Network Approach to Model Reference Adaptive Control with Hypersonic Flight Applications

Scott Nivison, Pramod P. Khargonekar · 2018 AIAA Guidance, Navigation, and Control Conference · 2018 · 18 citations

Engineering, Aerospace Engineering, Model-based Control Technique +7

Improving Long-Term Learning of Model Reference Adaptive Controllers for Flight Applications: A Sparse Neural Network Approach

Scott Nivison, Pramod P. Khargonekar · AIAA Guidance, Navigation, and Control Conference · 2017 · 15 citations

Long-term Learning, Engineering, Flight Applications +8