Meta-Learning of Neural State-Space Models Using Data From Similar Systems

14 November 2022

Papers citing "Meta-Learning of Neural State-Space Models Using Data From Similar Systems"

8 / 8 papers shown

Title
Fast Online Adaptive Neural MPC via Meta-Learning Yu Mei Xinyu Zhou Shuyang Yu Vaibhav Srivastava Xiaobo Tan 41 0 0 23 Apr 2025
Manifold meta-learning for reduced-complexity neural system identification Marco Forgione Ankush Chakrabarty Dario Piga Matteo Rufolo Alberto Bemporad 24 0 0 16 Apr 2025
Enhanced Transformer architecture for in-context learning of dynamical systems Matteo Rufolo Dario Piga Gabriele Maroni Marco Forgione 13 0 0 04 Oct 2024
MPC of Uncertain Nonlinear Systems with Meta-Learning for Fast Adaptation of Neural Predictive Models Jiaqi Yan Ankush Chakrabarty Alisa Rupenyan John Lygeros 24 0 0 18 Apr 2024
On the adaptation of in-context learners for system identification Dario Piga F. Pura Marco Forgione 8 3 0 07 Dec 2023
From system models to class models: An in-context learning paradigm Marco Forgione F. Pura Dario Piga 14 12 0 25 Aug 2023
Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML Aniruddh Raghu M. Raghu Samy Bengio Oriol Vinyals 170 634 0 19 Sep 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,568 0 09 Mar 2017