Optimization and Control · Mathematics
Connections Between Adaptive Control and Optimization in Machine Learning
Joseph E. Gaudio, Travis E. Gibson, Anuradha M. Annaswamy, Michael A. Bolender +1
2020-04-17
Systems and Control · Electrical Eng. & Systems
Adaptive Control: Algorithms, Analysis and Applications
Ioan Doré Landau, Rogelio Lozano, Mohammed M Saad, Alireza Karimi
2024-06-12
Adaptation and Self-Organizing Systems · Physics
Perspectives on adaptive dynamical systems
Jakub Sawicki, Rico Berner, Sarah A. M. Loos, Mehrnaz Anvari +20
2023-09-27
Systems and Control · Computer Science
Adaptive model predictive control for constrained, linear time varying systems
M. Tanaskovic, L. Fagiano, V. Gligorovski
2017-12-21
Robotics · Computer Science
Safe Learning in Robotics: From Learning-Based Control to Safe Reinforcement Learning
Lukas Brunke, Melissa Greeff, Adam W. Hall, Zhaocong Yuan +3
2021-12-08
Optimization and Control · Mathematics
Adaptive Systems with Closed-loop Reference Models: Stability, Robustness and Transient Performance
Travis E. Gibson, Anuradha M. Annaswamy, Eugene Lavretsky
2012-10-31
Optimization and Control · Mathematics
From self-tuning regulators to reinforcement learning and back again
Nikolai Matni, Alexandre Proutiere, Anders Rantzer, Stephen Tu
2019-09-24
Machine Learning · Computer Science
Technical Report: Adaptive Control for Linearizable Systems Using On-Policy Reinforcement Learning
Tyler Westenbroek, Eric Mazumdar, David Fridovich-Keil, Valmik Prabhu +2
2020-04-07
Machine Learning · Computer Science
A Survey of Deep Learning Applications to Autonomous Vehicle Control
Sampo Kuutti, Richard Bowden, Yaochu Jin, Phil Barber +1
2019-12-24
Systems and Control · Electrical Eng. & Systems
Statistical Learning Theory for Control: A Finite Sample Perspective
Anastasios Tsiamis, Ingvar Ziemann, Nikolai Matni, George J. Pappas
2023-04-28
Robotics · Computer Science
Learning Variable Impedance Control for Aerial Sliding on Uneven Heterogeneous Surfaces by Proprioceptive and Tactile Sensing
Weixuan Zhang, Lionel Ott, Marco Tognon, Roland Siegwart
2022-07-06
Machine Learning · Computer Science
A Comprehensive Survey of Continual Learning: Theory, Method and Application
Liyuan Wang, Xingxing Zhang, Hang Su, Jun Zhu
2024-02-07
Optimization and Control · Mathematics
Provably Correct Learning Algorithms in the Presence of Time-Varying Features Using a Variational Perspective
Joseph E. Gaudio, Travis E. Gibson, Anuradha M. Annaswamy, Michael A. Bolender
2019-05-29
Machine Learning · Computer Science
A Survey of Controllable Learning: Methods and Applications in Information Retrieval
Chenglei Shen, Xiao Zhang, Teng Shi, Changshuo Zhang +2
2025-08-07
Computers and Society · Computer Science
Bringing Generative AI to Adaptive Learning in Education
Hang Li, Tianlong Xu, Chaoli Zhang, Eason Chen +5
2024-07-02
Robotics · Computer Science
Improving the Robustness of Reinforcement Learning Policies with $\mathcal{L}_{1}$ Adaptive Control
Y. Cheng, P. Zhao, F. Wang, D. J. Block +1
2022-08-31