Koopman-Assisted Reinforcement Learning

Koopman-Assisted Reinforcement Learning

4 March 2024

Preston Rozwood

Steven L. Brunton

Papers citing "Koopman-Assisted Reinforcement Learning"

7 / 7 papers shown

Title
Koopman-Based Generalization of Deep Reinforcement Learning With Application to Wireless Communications Atefeh Termehchi Ekram Hossain Isaac Woungang 47 0 0 04 Mar 2025
Learning Noise-Robust Stable Koopman Operator for Control with Hankel DMD Shahriar Akbar Sakib Shaowu Pan 19 0 0 13 Aug 2024
Operator World Models for Reinforcement Learning P. Novelli Marco Prattico Massimiliano Pontil C. Ciliberto OffRL 21 0 0 28 Jun 2024
SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning Nicholas Zolman Urban Fasel J. Nathan Kutz Steven L. Brunton AI4CE 19 11 0 14 Mar 2024
The mpEDMD Algorithm for Data-Driven Computations of Measure-Preserving Dynamical Systems Matthew J. Colbrook 23 34 0 06 Sep 2022
Flow Navigation by Smart Microswimmers via Reinforcement Learning S. Colabrese K. Gustavsson A. Celani Luca Biferale 23 156 0 30 Jan 2017
Variational Koopman models: slow collective variables and molecular kinetics from short off-equilibrium simulations Hao Wu Feliks Nuske Fabian Paul Stefan Klus P. Koltai Frank Noé 99 126 0 20 Oct 2016