no code implementations • 17 Oct 2022 • David Alonso, Steffen Bauer, Markus Kirkilionis, Lisa Maria Kreusser, Luca Sbano
These rule-based approaches are motivated by chemical reaction rules which are traditionally solved numerically with the standard Gillespie algorithm proposed in the context of molecular dynamics.
no code implementations • 14 Nov 2021 • David Alonso, Steffen Bauer, Markus Kirkilionis, Lisa Maria Kreusser, Luca Sbano
Each single of our variety of models, called framework, is based on a mathematical formulation that we call a rule-based system.
no code implementations • 15 Aug 2019 • Viktor Voss, Liudmyla Nechepurenko, Dr. Rudi Schaefer, Steffen Bauer
This paper presents Knowledge-Based Reinforcement Learning (KB-RL) as a method that combines a knowledge-based approach and a reinforcement learning (RL) technique into one method for intelligent problem solving.