Using decPOMDPcoms to Holistically Model and Program Nanodevices and Emergent Nanonetworks

Lau, Florian; Braun, Tanya; Möller, Ralf; Fischer, Stefan

Research article in edited proceedings (conference)

Abstract

In many areas like medicine, there is a wide range of promis- ing use cases for nanostructures and nanonetworks. While many machine models and suggestions for individual com- ponents have been proposed in the past, the field lacks an enveloping modeling framework. Researchers rarely specify a machine model for their proposed solutions, and as a result, partial solutions are often incompatible. With a large set of devices, a partially observable stochastic environment, and noisy observations, many components of such nanoscale sys- tems can be modeled as a decentralized, partially observable, Markov decision process with special communication capa- bilities (DecPOMDPcom). We extend and specify an existing set of component-based definitions to allow for much more precise specifications and the generation of autonomous programs for nanobots.

Details zur Publikation

Book title: NanoCom-22 Proceedings of the 9th ACM International Conference on Nanoscale Computing and Communication 2022
Release year: 2022
Language in which the publication is written: English
Event: New York
Link to the full text: https://dl.acm.org/doi/pdf/10.1145/3558583.3558814