Search Results for author: Steffen Bauer

Found 3 papers, 0 papers with code

Generalised Gillespie Algorithms for Simulations in a Rule-Based Epidemiological Model Framework

no code implementations17 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.

Epidemiology

A Rule-Based Epidemiological Modelling Framework

no code implementations14 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.

Model Selection

Playing a Strategy Game with Knowledge-Based Reinforcement Learning

no code implementations15 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.

reinforcement-learning Reinforcement Learning (RL)

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