Rigorous engineering of collective adaptive systems

R De Nicola, S Jähnichen, M Wirsing - International Journal on Software …, 2020 - Springer
An adaptive system is able to adapt at runtime to dynamically changing environments and to
new requirements. Adaptive systems can be single adaptive entities or collective ones that …

Rigorous engineering of collective adaptive systems

S Jähnichen, M Wirsing - International Journal on Software …, 2020 - search.proquest.com
An adaptive system is able to adapt at runtime to dynamically changing environments and to
new requirements. Adaptive systems can be single adaptive entities or collective ones that …

Synthesizing safe policies under probabilistic constraints with reinforcement learning and Bayesian model checking

L Belzner, M Wirsing - Science of Computer Programming, 2021 - Elsevier
We propose to leverage epistemic uncertainty about constraint satisfaction of a
reinforcement learner in safety critical domains. We introduce a framework for specification …

Evolving robust policies for community energy system management

RP Cardoso, E Hart, JV Pitt - Proceedings of the Genetic and …, 2019 - dl.acm.org
Community energy systems (CESs) are shared energy systems in which multiple
communities generate and consume energy from renewable resources. At regular time …

The meaning of adaptation: mastering the unforeseen?

S Jähnichen, R De Nicola, M Wirsing - … 5-9, 2018, Proceedings, Part III 8, 2018 - Springer
This short paper gives an introduction to a panel held as part of the track on 'Rigorous
Engineering of Collective Adaptive Systems' at ISOLA 2018. The discussion was structured …

Sophisticated Agent Modeling: Language Design and Implementation for Large-Scale Simulation

JE Henriques - 2024 - search.proquest.com
This dissertation presents a comprehensive framework for analysing flow systems, through
the integration between agent-based modelling and large-scale traffic simulations. The …

Relevant expertise aggregation for policy selection in collective adaptive systems

J Pitt, R Cardoso, E Hart, J Ober - 2018 IEEE 3rd international …, 2018 - ieeexplore.ieee.org
Many applications of collective adaptive systems for the digital transformation or digital
society will necessarily be multi-functional; that is, the collective, as it adapts over time, will …

Rigorous engineering of collective adaptive systems introduction to the 2nd track edition

R De Nicola, S Jähnichen, M Wirsing - … 5-9, 2018, Proceedings, Part III 8, 2018 - Springer
A collective adaptive system consists of collaborating entities that are able to adapt at
runtime to dynamically changing, open-ended environments and to new requirements …

[PDF][PDF] Sophisticated Agent Modeling: Language Design and Implementation for Large-Scale Simulation

JEM dos Santos Braga - 2024 - repositorio-aberto.up.pt
This dissertation presents a comprehensive framework for analysing flow systems, through
the integration between agent-based modelling and large-scale traffic simulations. The …