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Victor-Alexandru Darvariu
Observed names:
Darvariu, Victor-Alexandru,
Victor Darvariu
Institutions:
University of Oxford,
University of Sheffield
Observed institutions:
University of Oxford,
The Alan Turing Institute,
University College London,
University of Birmingham,
University of Sheffield,
University of Bologna
show all 6
ORCID:
0000-0001-9250-8175
Observed ORCID:
0000-0001-9250-8175
OpenAlex ID:
A5028344749
A Graph Reinforcement Learning Framework for Neural Adaptive Large Neighbourhood Search
2024
·
Syu-Ning Johnn
, Victor-Alexandru Darvariu
, et al.
·
Computers & Operations Research
·
31
Large Language Models are Effective Priors for Causal Graph Discovery
2024
·
Darvariu, Victor-Alexandru
, Hailes, Stephen
, et al.
·
arXiv (Cornell University)
·
31
PDF
Goal-directed graph construction using reinforcement learning
2021
·
Victor-Alexandru Darvariu
, Stephen Hailes
, et al.
·
Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences
·
23
PDF
Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective
2024
·
Darvariu, Victor-Alexandru
, Hailes, Stephen
, et al.
·
arXiv (Cornell University)
·
21
PDF
RLQ: Workload Allocation With Reinforcement Learning in Distributed Queues
2023
·
Alessandro Staffolani
, Victor-Alexandru Darvariu
, et al.
·
IEEE Transactions on Parallel and Distributed Systems
·
20
PDF
Quantifying the Relationships between Everyday Objects and Emotional States through Deep Learning Based Image Analysis Using Smartphones
2020
·
Victor-Alexandru Darvariu
, Laura Convertino
, et al.
·
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
·
15
PDF
PRORL: Proactive Resource Orchestrator for Open RANs Using Deep Reinforcement Learning
2024
·
Alessandro Staffolani
, Victor-Alexandru Darvariu
, et al.
·
IEEE Transactions on Network and Service Management
·
14
PDF
GRAPH Reinforcement Learning for Operator Selection in the ALNS Metaheuristic
2023
·
Syu-Ning Johnn
, Victor-Alexandru Darvariu
, et al.
·
Communications in computer and information science
·
10
PDF
Trust-based Consensus in Multi-Agent Reinforcement Learning Systems
2022
·
Fung, Ho Long
, Darvariu, Victor-Alexandru
, et al.
·
arXiv (Cornell University)
·
10
PDF
Planning spatial networks with Monte Carlo tree search
2023
·
Victor-Alexandru Darvariu
, Stephen Hailes
, et al.
·
Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences
·
9
Graph Neural Modeling of Network Flows
2022
·
Darvariu, Victor-Alexandru
, Hailes, Stephen
, et al.
·
arXiv (Cornell University)
·
6
PDF
Solving Graph-based Public Good Games with Tree Search and Imitation Learning
2021
·
Darvariu, Victor-Alexandru
, Hailes, Stephen
, et al.
·
arXiv (Cornell University)
·
5
PDF
A Functional Perspective on Machine Learning via Programmable Induction and Abduction
2018
·
Steven Cheung
, Victor Darvariu
, et al.
·
Lecture notes in computer science
·
5
Tree search in DAG space with model-based reinforcement learning for causal discovery
2025
·
Victor-Alexandru Darvariu
, Stephen Hailes
, et al.
·
Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences
·
4
A Cost-Aware Adaptive Bike Repositioning Agent Using Deep Reinforcement Learning
2025
·
Alessandro Staffolani
, Victor-Alexandru Darvariu
, et al.
·
IEEE Transactions on Intelligent Transportation Systems
·
4
Reinforcement Learning on Encrypted Data
2021
·
Jesu, Alberto
, Darvariu, Victor-Alexandru
, et al.
·
arXiv (Cornell University)
·
4
PDF
Improving the Robustness of Graphs through Reinforcement Learning and Graph Neural Networks
2020
·
Victor-Alexandru Darvariu
, Stephen Hailes
, et al.
·
arXiv (Cornell University)
·
3
Quantile-Coupled Flow Matching for Distributional Reinforcement Learning
2026
·
Groom, Michael
, Darvariu, Victor-Alexandru
, et al.
·
arXiv (Cornell University)
·
2
PDF
JaxWildfire: A GPU-Accelerated Wildfire Simulator for Reinforcement Learning
2025
·
Çakır, Ufuk
, Darvariu, Victor-Alexandru
, et al.
·
arXiv (Cornell University)
·
2
PDF
Maximising the Set-Piece Return: Optimising Football Corner Tactics with Graph Reinforcement Learning
2026
·
Groom, Sean
, Groom, Michael
, et al.
·
arXiv (Cornell University)
·
1
PDF
Online Navigation Planning for Long-term Autonomous Operation of Underwater Gliders
2026
·
Darvariu, Victor-Alexandru
, Reed, Charlotte Z.
, et al.
·
arXiv (Cornell University)
·
1
PDF
Gaussian Process Aggregation for Root-Parallel Monte Carlo Tree Search with Continuous Actions
2025
·
Xiao, Junlin
, Darvariu, Victor-Alexandru
, et al.
·
arXiv (Cornell University)
·
1
PDF
Tackling GNARLy Problems: Graph Neural Algorithmic Reasoning Reimagined through Reinforcement Learning
2025
·
Schutz, Alex
, Darvariu, Victor-Alexandru
, et al.
·
arXiv (Cornell University)
·
1
PDF
Toward Adaptive Planning for Autonomous Glider Observations of Subsurface Marine Heatwaves
2026
·
Charlotte Z. Reed
, Victor-Alexandru Darvariu
, et al.
·
Proceedings of the AAAI Symposium Series
Supplementary material from "Large language models are effective priors for causal graph discovery"
2026
·
Victor-Alexandru Darvariu
, Stephen Hailes
, et al.
·
Figshare
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Works count:
47
Citation count:
226
H-index:
9
I10-index:
9
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