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Victor-Alexandru Darvariu
Postdoc, University of Oxford
Joined
May 2021
Names
Victor-Alexandru Darvariu
(Preferred)
,
Victor Darvariu
Emails
****@gmail.com
(Confirmed)
,
****@turing.ac.uk
(Confirmed)
,
****@ucl.ac.uk
(Confirmed)
,
****@robots.ox.ac.uk
(Confirmed)
,
****@darvariu.me
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Postdoc
University of Oxford
(robots.ox.ac.uk)
2024
–
Present
Postdoc
University College London
(ucl.ac.uk)
2023
–
2024
PhD student
University College London
(ucl.ac.uk)
2018
–
2023
PhD student
Alan Turing Institute
(turing.ac.uk)
2018
–
2023
MS student
Birmingham University
(bham.ac.uk)
2013
–
2018
Advisors, Relations & Conflicts
Postdoc Advisor
Nick Hawes
2024
–
Present
Coworker
Bruno Lacerda
2024
–
Present
Coauthor
Julia Handl
2023
–
Present
Coauthor
Paolo Bellavista
2023
–
Present
Coworker
Nicolas Anastassacos
2018
–
Present
PhD Advisor
Mirco Musolesi
2018
–
2023
PhD Advisor
Steve Hailes
2018
–
2023
Expertise
Reinforcement learning
2018
–
Present
Network science
2018
–
Present
Tree search
2018
–
Present
Combinatorial optimisation
2018
–
Present
Multi-agent systems
2018
–
Present
Graph neural networks
2018
–
Present
Publications
Tackling GNARLy Problems: Graph Neural Algorithmic Reasoning Reimagined through Reinforcement Learning
Alex Schutz
,
Victor-Alexandru Darvariu
,
Efimia Panagiotaki
,
Bruno Lacerda
,
Nick Hawes
Submitted to ICLR 2026
Readers:
Everyone
Reinforcement Learning Discovers Efficient Decentralized Graph Path Search Strategies
Alexei Pisacane
,
Victor-Alexandru Darvariu
,
Mirco Musolesi
LoG 2024 Poster
Readers:
Everyone
Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective
Victor-Alexandru Darvariu
,
Stephen Hailes
,
Mirco Musolesi
Accepted by TMLR
Readers:
Everyone
Trust-based Consensus in Multi-Agent Reinforcement Learning Systems
Ho Long Fung
,
Victor-Alexandru Darvariu
,
Stephen Hailes
,
Mirco Musolesi
RLC 2024
Readers:
Everyone
Graph Neural Modeling of Network Flows
Victor-Alexandru Darvariu
,
Stephen Hailes
,
Mirco Musolesi
Submitted to ICLR 2024
Readers:
Everyone
RLQ: Workload Allocation With Reinforcement Learning in Distributed Queues
Alessandro Staffolani
,
Victor-Alexandru Darvariu
,
Paolo Bellavista
,
Mirco Musolesi
Mar 2023 (modified: 16 Apr 2023)
IEEE Trans. Parallel Distributed Syst. 2023
Readers:
Everyone
Graph Reinforcement Learning for Operator Selection in the ALNS Metaheuristic
Syu-Ning Johnn
,
Victor-Alexandru Darvariu
,
Julia Handl
,
Jörg Kalcsics
2023 (modified: 17 Apr 2023)
CoRR 2023
Readers:
Everyone
Dynamic Network Reconfiguration for Entropy Maximization using Deep Reinforcement Learning
Christoffel Doorman
,
Victor-Alexandru Darvariu
,
Stephen Hailes
,
Mirco Musolesi
Published: 24 Nov 2022, Last Modified: 08 Feb 2026
LoG 2022 Poster
Readers:
Everyone
Trust-based Consensus in Multi-Agent Reinforcement Learning Systems
Ho Long Fung
,
Victor-Alexandru Darvariu
,
Stephen Hailes
,
Mirco Musolesi
2022 (modified: 09 Sept 2022)
CoRR 2022
Readers:
Everyone
Dynamic Network Reconfiguration for Entropy Maximization Using Deep Reinforcement Learning
Christoffel Doorman
,
Victor-Alexandru Darvariu
,
Stephen Hailes
,
Mirco Musolesi
2022 (modified: 16 Apr 2023)
LoG 2022
Readers:
Everyone
View all 17 publications
Co-Authors
Abhinav Mehrotra
Alessandro Staffolani
Alex Schutz
Alexei Pisacane
Bruno Lacerda
Christoffel Doorman
Dan R. Ghica
Efimia Panagiotaki
Ho Long Fung
Julia Handl
Jörg Kalcsics
Koko Muroya
Laura Convertino
Mirco Musolesi
Nick Hawes
Paolo Bellavista
Reuben N. S. Rowe
Stephen Hailes
Steven Cheung
Syu-Ning Johnn