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ORCIDVictor-Alexandru Darvariu
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- affiliation: University College London, UK
- affiliation: The Alan Turing Institute, UK
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2020 – today
- 2024
[j5]Ho Long Fung, Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi:
Trust-based Consensus in Multi-Agent Reinforcement Learning Systems. RLJ 2: 714-732 (2024)- [j4]Syu-Ning Johnn
, Victor-Alexandru Darvariu, Julia Handl, Jörg Kalcsics:
A Graph Reinforcement Learning Framework for Neural Adaptive Large Neighbourhood Search. Comput. Oper. Res. 172: 106791 (2024) - [j3]Alessandro Staffolani, Victor-Alexandru Darvariu, Luca Foschini, Michele Girolami, Paolo Bellavista, Mirco MusolesiLuca Foschini:
PRORL: Proactive Resource Orchestrator for Open RANs Using Deep Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. 21(4): 3933-3944 (2024) - [i12]Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi:
Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective. CoRR abs/2404.06492 (2024) - [i11]Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi:
Large Language Models are Effective Priors for Causal Graph Discovery. CoRR abs/2405.13551 (2024) - [i10]Alexei Pisacane, Victor-Alexandru Darvariu, Mirco Musolesi:
Reinforcement Learning Discovers Efficient Decentralized Graph Path Search Strategies. CoRR abs/2409.07932 (2024) - 2023
- [j2]Alessandro Staffolani, Victor-Alexandru Darvariu, Paolo Bellavista, Mirco Musolesi:
RLQ: Workload Allocation With Reinforcement Learning in Distributed Queues. IEEE Trans. Parallel Distributed Syst. 34(3): 856-868 (2023) - [c4]Syu-Ning Johnn, Victor-Alexandru Darvariu, Julia Handl, Jörg Kalcsics:
GRAPH Reinforcement Learning for Operator Selection in the ALNS Metaheuristic. OLA 2023: 200-212 - [i9]Syu-Ning Johnn, Victor-Alexandru Darvariu, Julia Handl, Jörg Kalcsics:
Graph Reinforcement Learning for Operator Selection in the ALNS Metaheuristic. CoRR abs/2302.14678 (2023) - [i8]Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi:
Tree Search in DAG Space with Model-based Reinforcement Learning for Causal Discovery. CoRR abs/2310.13576 (2023) - 2022
- [c3]Christoffel Doorman, Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi:
Dynamic Network Reconfiguration for Entropy Maximization Using Deep Reinforcement Learning. LoG 2022: 49 - [i7]Ho Long Fung, Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi:
Trust-based Consensus in Multi-Agent Reinforcement Learning Systems. CoRR abs/2205.12880 (2022) - [i6]Christoffel Doorman, Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi:
Dynamic Network Reconfiguration for Entropy Maximization using Deep Reinforcement Learning. CoRR abs/2205.13578 (2022) - [i5]Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi:
Graph Neural Modeling of Network Flows. CoRR abs/2209.05208 (2022) - 2021
- [c2]Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi:
Solving Graph-based Public Goods Games with Tree Search and Imitation Learning. NeurIPS 2021: 1739-1751 - [i4]Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi:
Solving Graph-based Public Good Games with Tree Search and Imitation Learning. CoRR abs/2106.06762 (2021) - [i3]Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi:
Planning Spatial Networks. CoRR abs/2106.06768 (2021) - [i2]Alberto Jesu, Victor-Alexandru Darvariu, Alessandro Staffolani, Rebecca Montanari, Mirco Musolesi:
Reinforcement Learning on Encrypted Data. CoRR abs/2109.08236 (2021) - 2020
- [j1]Victor-Alexandru Darvariu, Laura Convertino, Abhinav Mehrotra, Mirco Musolesi:
Quantifying the Relationships between Everyday Objects and Emotional States through Deep Learning Based Image Analysis Using Smartphones. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(1): 7:1-7:21 (2020) - [i1]Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi:
Improving the Robustness of Graphs through Reinforcement Learning and Graph Neural Networks. CoRR abs/2001.11279 (2020)
2010 – 2019
- 2018
- [c1]Steven Cheung, Victor Darvariu, Dan R. Ghica, Koko Muroya, Reuben N. S. Rowe:
A Functional Perspective on Machine Learning via Programmable Induction and Abduction. FLOPS 2018: 84-98
Coauthor Index
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