Deep Reinforcement Learning for Controlled Traversing of the Attractor Landscape of Boolean Models in the Context of Cellular Reprogramming

no code implementations • 13 Feb 2024 • Andrzej Mizera, Jakub Zarzycki

Cellular reprogramming can be used for both the prevention and cure of different diseases.

Fast Simulation of Probabilistic Boolean Networks (Technical Report)

no code implementations • 28 Apr 2016 • Andrzej Mizera, Jun Pang, Qixia Yuan

Probabilistic Boolean networks (PBNs) is an important mathematical framework widely used for modelling and analysing biological systems.