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2021

Solving Graph-based Public Good Games with Tree Search and Imitation Learning

Victor-Alexandru Darvariu, Stephen Hailes, and Mirco Musolesi.

Under submission. Pre-print available on arXiv.

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Planning Spatial Networks

Victor-Alexandru Darvariu, Stephen Hailes, and Mirco Musolesi.

Under submission. Pre-print available on arXiv.

[PDF] [BibTeX]

2020

Improving the Robustness of Graphs through Reinforcement Learning and Graph Neural Networks

Victor-Alexandru Darvariu, Stephen Hailes, and Mirco Musolesi.

Under submission. Pre-print available on arXiv.

[PDF] [BibTeX]

Quantifying the Relationships between Everyday Objects and Emotional States through Deep Learning Based Image Analysis Using Smartphones

Victor-Alexandru Darvariu, Laura Convertino, Abhinav Mehrotra, and Mirco Musolesi.

In Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT). Volume 4. Issue 1. March 2020. Presented in the Research Track of 2020 International Joint Conference on Pervasive and Ubiquitous Computing (ACM UbiComp’20), Online. September 2020.

[PDF] [BibTeX]

2018

A Functional Perspective on Machine Learning via Programmable Induction and Abduction

Steven W. T. Cheung, Victor-Alexandru Darvariu, Dan R. Ghica, Koko Muroya, and Reuben N. S. Rowe.

In Proceedings of the Functional and Logic Programming Symposium (FLOPS) 2018, Nagoya, Japan.

[PDF] [BibTeX]