Fred Spiessens

18 papers Journal 4Unranked 13

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Combined Peak Reduction and Self-Consumption Using Proximal Policy Optimization. CoRR Thijs Peirelinck, Chris Hermans, Fred Spiessens, Geert Deconinck
2021	J	`jnl`	Domain Randomization for Demand Response of an Electric Water Heater. IEEE Trans. Smart Grid Thijs Peirelinck, Chris Hermans, Fred Spiessens, Geert Deconinck
2021	—	`conf`	Transfer learning for Demand Response of a Multi-Agent Battery and Electric Water Heater System. ISGT-Europe Thijs Peirelinck, Chris Hermans, Fred Spiessens, Geert Deconinck
2020	—	`conf`	Benchmarking reinforcement learning algorithms for demand response applications. ISGT-Europe Brida V. Mbuwir, Carlo Manna, Fred Spiessens, Geert Deconinck
2020	—	`conf`	Transfer learning for operational planning of batteries in commercial buildings. SmartGridComm Brida V. Mbuwir, Kaveh Paridari, Fred Spiessens, Lars Nordström, Geert Deconinck
2019	—	`conf`	Benchmarking regression methods for function approximation in reinforcement learning: heat pump control. ISGT Europe Brida V. Mbuwir, Fred Spiessens, Geert Deconinck
2019	—	`conf`	Double Q-learning for Demand Response of an Electric Water Heater. ISGT Europe Thijs Peirelinck, Chris Hermans, Fred Spiessens, Geert Deconinck
2018	—	`conf`	Self-learning agent for battery energy management in a residential microgrid. ISGT Europe Brida V. Mbuwir, Fred Spiessens, Geert Deconinck
2017	—	`conf`	An agent-based flexibility trading architecture with scalable and robust messaging. SmartGridComm Ferdinand von Tüllenburg, Georg Panholzer, Jia Lei Du, Ana Soares, Fred Spiessens, Davy Geysen, Dominic Ectors
2017	J	`jnl`	Direct Load Control of Thermostatically Controlled Loads Based on Sparse Observations Using Deep Reinforcement Learning. CoRR Frederik Ruelens, Bert J. Claessens, Peter Vrancx, Fred Spiessens, Geert Deconinck
2017	J	`jnl`	Using Reinforcement Learning for Demand Response of Domestic Hot Water Buffers: a Real-Life Demonstration. CoRR Oscar De Somer, Ana Soares, Tristan Kuijpers, Koen Vossen, Koen Vanthournout, Fred Spiessens
2017	—	`conf`	Using reinforcement learning for demand response of domestic hot water buffers: A real-life demonstration. ISGT Europe Oscar De Somer, Ana Soares, Koen Vanthournout, Fred Spiessens, Tristan Kuijpers, Koen Vossen
2009	—	`conf`	POLIPO: Policies & OntoLogies for Interoperability, Portability, and autOnomy. POLICY Daniel Trivellato, Fred Spiessens, Nicola Zannone, Sandro Etalle
2009	—	`conf`	Reputation-Based Ontology Alignment for Autonomy and Interoperability in Distributed Access Control. CSE (3) Daniel Trivellato, Fred Spiessens, Nicola Zannone, Sandro Etalle
2008	—	`conf`	Know What You Trust. Formal Aspects in Security and Trust Fred Spiessens, Jerry den Hartog, Sandro Etalle
2007	—	`—`	Patterns of safe collaboration. Fred Spiessens
2005	—	`conf`	A Practical Formal Model for Safety Analysis in Capability-Based Systems. TGC Fred Spiessens, Peter Van Roy
2004	—	`conf`	The Oz-E Project: Design Guidelines for a Secure Multiparadigm Programming Language. MOZ Fred Spiessens, Peter Van Roy