Fred Spiessens

ORCID

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 12

Top Venues

Catholic University of Louvain, Louvain-la-Neuve, Belgium (PHD)

Education History

Catholic University of Louvain, Louvain-la-Neuve, Belgium

PHD

Publications

Thijs Peirelinck, Chris Hermans, Fred Spiessens, Geert Deconinck
Combined Peak Reduction and Self-Consumption Using Proximal Policy Optimization. CoRR (2022)
Thijs Peirelinck, Chris Hermans, Fred Spiessens, Geert Deconinck
Transfer learning for Demand Response of a Multi-Agent Battery and Electric Water Heater System. ISGT-Europe (2021)
Thijs Peirelinck, Chris Hermans, Fred Spiessens, Geert Deconinck
Domain Randomization for Demand Response of an Electric Water Heater. IEEE Trans. Smart Grid 12 (2) (2021)
Brida V. Mbuwir, Carlo Manna, Fred Spiessens, Geert Deconinck
Benchmarking reinforcement learning algorithms for demand response applications. ISGT-Europe (2020)
Brida V. Mbuwir, Kaveh Paridari, Fred Spiessens, Lars Nordström, Geert Deconinck
Transfer learning for operational planning of batteries in commercial buildings. SmartGridComm (2020)
Brida V. Mbuwir, Fred Spiessens, Geert Deconinck
Benchmarking regression methods for function approximation in reinforcement learning: heat pump control. ISGT Europe (2019)
Thijs Peirelinck, Chris Hermans, Fred Spiessens, Geert Deconinck
Double Q-learning for Demand Response of an Electric Water Heater. ISGT Europe (2019)
Brida V. Mbuwir, Fred Spiessens, Geert Deconinck
Self-learning agent for battery energy management in a residential microgrid. ISGT Europe (2018)
Frederik Ruelens, Bert J. Claessens, Peter Vrancx, Fred Spiessens, Geert Deconinck
Direct Load Control of Thermostatically Controlled Loads Based on Sparse Observations Using Deep Reinforcement Learning. CoRR (2017)
Oscar De Somer, Ana Soares, Tristan Kuijpers, Koen Vossen, Koen Vanthournout, Fred Spiessens
Using Reinforcement Learning for Demand Response of Domestic Hot Water Buffers: a Real-Life Demonstration. CoRR (2017)
Oscar De Somer, Ana Soares, Koen Vanthournout, Fred Spiessens, Tristan Kuijpers, Koen Vossen
Using reinforcement learning for demand response of domestic hot water buffers: A real-life demonstration. ISGT Europe (2017)
Ferdinand von Tüllenburg, Georg Panholzer, Jia Lei Du, Ana Soares, Fred Spiessens, Davy Geysen, Dominic Ectors
An agent-based flexibility trading architecture with scalable and robust messaging. SmartGridComm (2017)
Daniel Trivellato, Fred Spiessens, Nicola Zannone, Sandro Etalle
Reputation-Based Ontology Alignment for Autonomy and Interoperability in Distributed Access Control. CSE (3) (2009)
Daniel Trivellato, Fred Spiessens, Nicola Zannone, Sandro Etalle
POLIPO: Policies & OntoLogies for Interoperability, Portability, and autOnomy. POLICY (2009)
Fred Spiessens, Jerry den Hartog, Sandro Etalle
Know What You Trust. Formal Aspects in Security and Trust (2008)
Fred Spiessens, Peter Van Roy
A Practical Formal Model for Safety Analysis in Capability-Based Systems. TGC (2005)
Fred Spiessens, Peter Van Roy
The Oz-E Project: Design Guidelines for a Secure Multiparadigm Programming Language. MOZ (2004)

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Publication Activity (10 Years)

Top Topics

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Fred Spiessens