Search Results for author: Malvern Madondo

Found 3 papers, 2 papers with code

Learning Control Policies of Hodgkin-Huxley Neuronal Dynamics

1 code implementation13 Nov 2023 Malvern Madondo, Deepanshu Verma, Lars Ruthotto, Nicholas Au Yong

In this setting, control policies aim to optimize therapeutic outcomes by tailoring the parameters of a DBS system, typically via electrical stimulation, in real time based on the patient's ongoing neuronal activity.

A SWAT-based Reinforcement Learning Framework for Crop Management

1 code implementation10 Feb 2023 Malvern Madondo, Muneeza Azmat, Kelsey DiPietro, Raya Horesh, Michael Jacobs, Arun Bawa, Raghavan Srinivasan, Fearghal O'Donncha

Crop management involves a series of critical, interdependent decisions or actions in a complex and highly uncertain environment, which exhibit distinct spatial and temporal variations.

Benchmarking Decision Making +3

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