Fred Spiessens

According to our database, Fred Spiessens authored at least 17 papers between 2004 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Combined Peak Reduction and Self-Consumption Using Proximal Policy Optimization.

Thijs Peirelinck, Chris Hermans, Fred Spiessens, Geert Deconinck

CoRR, 2022

2021

Domain Randomization for Demand Response of an Electric Water Heater.

Thijs Peirelinck, Chris Hermans, Fred Spiessens, Geert Deconinck

IEEE Trans. Smart Grid, 2021

Transfer learning for Demand Response of a Multi-Agent Battery and Electric Water Heater System.

Thijs Peirelinck, Chris Hermans, Fred Spiessens, Geert Deconinck

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2021

2020

Transfer learning for operational planning of batteries in commercial buildings.

Brida V. Mbuwir, Kaveh Paridari, Fred Spiessens, Lars Nordström, Geert Deconinck

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Benchmarking reinforcement learning algorithms for demand response applications.

Brida V. Mbuwir, Carlo Manna, Fred Spiessens, Geert Deconinck

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2020

2019

Double Q-learning for Demand Response of an Electric Water Heater.

Thijs Peirelinck, Chris Hermans, Fred Spiessens, Geert Deconinck

Proceedings of the 2019 IEEE PES Innovative Smart Grid Technologies Europe, 2019

Benchmarking regression methods for function approximation in reinforcement learning: heat pump control.

Brida V. Mbuwir, Fred Spiessens, Geert Deconinck

Proceedings of the 2019 IEEE PES Innovative Smart Grid Technologies Europe, 2019

2018

Self-learning agent for battery energy management in a residential microgrid.

Brida V. Mbuwir, Fred Spiessens, Geert Deconinck

Proceedings of the 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2018

2017

Direct Load Control of Thermostatically Controlled Loads Based on Sparse Observations Using Deep Reinforcement Learning.

Frederik Ruelens, Bert J. Claessens, Peter Vrancx, Fred Spiessens, Geert Deconinck

CoRR, 2017

An agent-based flexibility trading architecture with scalable and robust messaging.

Ferdinand von Tüllenburg, Georg Panholzer, Jia Lei Du, Ana Soares, Fred Spiessens, Davy Geysen, Dominic Ectors

Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017

Using reinforcement learning for demand response of domestic hot water buffers: A real-life demonstration.

Oscar De Somer, Ana Soares, Koen Vanthournout, Fred Spiessens, Tristan Kuijpers, Koen Vossen

Proceedings of the 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2017

2009

POLIPO: Policies & OntoLogies for Interoperability, Portability, and autOnomy.

Daniel Trivellato, Fred Spiessens, Nicola Zannone, Sandro Etalle

Proceedings of the POLICY 2009, 2009

Reputation-Based Ontology Alignment for Autonomy and Interoperability in Distributed Access Control.

Daniel Trivellato, Fred Spiessens, Nicola Zannone, Sandro Etalle

Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

2008

Know What You Trust.

Fred Spiessens, Jerry den Hartog, Sandro Etalle

Proceedings of the Formal Aspects in Security and Trust, 5th International Workshop, 2008

2007

Patterns of safe collaboration.

Fred Spiessens

PhD thesis, 2007

2005

A Practical Formal Model for Safety Analysis in Capability-Based Systems.

Fred Spiessens, Peter Van Roy

Proceedings of the Trustworthy Global Computing, International Symposium, 2005

2004

The Oz-E Project: Design Guidelines for a Secure Multiparadigm Programming Language.

Fred Spiessens, Peter Van Roy

Proceedings of the Multiparadigm Programming in Mozart/Oz, Second International Conference, 2004