Multi-expert Preference Alignment in Reinforcement Learning

This project explores adaptation to preference shifts in Multi-objective Reinforcement Learning (MORL), with a focus on how Reinforcement Learning (RL) agents can align with the preferences of multiple experts. This alignment can occur across various scenarios featuring distinct preferences of experts or within a single scenario that experiences...

The Future Bank - A Garden: Transformation of the National Bank of Brussels

ENCOREstate: Enabling Circular Construction to Public Space Regeneration in Shanghai New Workers' Estates

The most urgent need for regeneration in the future is a large number of new workers' estates built from the 1950s. The physical and social decay problems of these areas start to become severe in recent years. There has already been some researches and regeneration of the buildings in these areas, but the public space quality is dissatisfied and...

Attention-Aware Age-Agnostic Visual Place Recognition

A cross-domain visual place recognition (VPR) task is proposed in this work, i.e., matching images of the same architectures depicted in different domains. VPR is commonly treated as an image retrieval task, where a query image from an unknown location is matched with relevant instances from geo-tagged gallery database. Different from...

Adapting 20C Heritage Architecture Project: "Re-bridge" the "Islands" in Almere Stad

The graduation project is a transformation and reuse design of a previous office building, De Beurs, in Almere Stad. De Beursgebouw was designed by E.D. Partnership of architects and engineers Amersfoort in 1979 and finished in 1981 as the first building constructed in this area (Fig 1), and Almere is a New Town established around 1970s in Flevo...

Load-sensing Based Integrated Chassis Control: Using hierarchical strategy and control allocation

Evolution of new technologies, market preferences and vehicle safety standards and regulations motivate the automotive industry to contribute to higher quality mobility and safer transportation for the society. With the compelling development of electronics over the past few decades, passenger cars are equipped with an increasing number of...