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Victor-Alexandru Darvariu
Victor-Alexandru Darvariu
Andere namenVictor Darvariu, Victor A. Darvariu
Oxford Robotics Institute, University of Oxford
Geverifieerd e-mailadres voor robots.ox.ac.uk - Homepage
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Quantifying the relationships between everyday objects and emotional states through deep learning based image analysis using smartphones
VA Darvariu, L Convertino, A Mehrotra, M Musolesi
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
262020
Goal-directed graph construction using reinforcement learning
VA Darvariu, S Hailes, M Musolesi
Proceedings of the Royal Society A 477 (2254), 20210168, 2021
162021
A functional perspective on machine learning via programmable induction and abduction
S Cheung, V Darvariu, DR Ghica, K Muroya, RNS Rowe
Functional and Logic Programming: 14th International Symposium, FLOPS 2018 …, 2018
142018
Planning spatial networks with Monte Carlo tree search
VA Darvariu, S Hailes, M Musolesi
Proceedings of the Royal Society A 479 (2269), 20220383, 2023
92023
RLQ: Workload allocation with reinforcement learning in distributed queues
A Staffolani, VA Darvariu, P Bellavista, M Musolesi
IEEE Transactions on Parallel and Distributed Systems 34 (3), 856-868, 2023
72023
Solving Graph-based Public Goods Games with Tree Search and Imitation Learning
VA Darvariu, S Hailes, M Musolesi
Advances in Neural Information Processing Systems 34, 2021
72021
Graph reinforcement learning for operator selection in the ALNS metaheuristic
SN Johnn, VA Darvariu, J Handl, J Kalcsics
International Conference on Optimization and Learning, 200-212, 2023
42023
Trust-based consensus in multi-agent reinforcement learning systems
HL Fung, VA Darvariu, S Hailes, M Musolesi
arXiv preprint arXiv:2205.12880, 2022
42022
Reinforcement Learning on Encrypted Data
A Jesu, VA Darvariu, A Staffolani, R Montanari, M Musolesi
arXiv preprint arXiv:2109.08236, 2021
32021
Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective
VA Darvariu, S Hailes, M Musolesi
Transactions on Machine Learning Research (TMLR), 2024
22024
Tree search in DAG space with model-based reinforcement learning for causal discovery
VA Darvariu, S Hailes, M Musolesi
arXiv preprint arXiv:2310.13576, 2023
22023
Dynamic Network Reconfiguration for Entropy Maximization using Deep Reinforcement Learning
C Doorman, VA Darvariu, S Hailes, M Musolesi
Proceedings of the First Learning on Graphs Conference, PMLR 198, 2022
22022
Graph Neural Modeling of Network Flows
VA Darvariu, S Hailes, M Musolesi
arXiv preprint arXiv:2209.05208, 2022
22022
A Graph Reinforcement Learning Framework for Neural Adaptive Large Neighbourhood Search
SN Johnn, VA Darvariu, J Handl, J Kalcsics
Computers & Operations Research 172, 106791, 2024
12024
Large Language Models are Effective Priors for Causal Graph Discovery
VA Darvariu, S Hailes, M Musolesi
arXiv preprint arXiv:2405.13551, 2024
12024
Reinforcement Learning Discovers Efficient Decentralized Graph Path Search Strategies
A Pisacane, VA Darvariu, M Musolesi
arXiv preprint arXiv:2409.07932, 2024
2024
PRORL: Proactive Resource Orchestrator for Open RANs Using Deep Reinforcement Learning
A Staffolani, VA Darvariu, L Foschini, M Girolami, P Bellavista, M Musolesi
IEEE Transactions on Network and Service Management, 2024
2024
Supplementary Material for Planning Spatial Networks with Monte Carlo Tree Search
VA Darvariu, S Hailes, M Musolesi
Reinforcement learning over encrypted data
M Musolesi, R Montanari, A Staffolani, VA Darvariu, A Jesu
A Reinforcement Learning Agent for Distributed Task Allocation
P BELLAVISTA, M MUSOLESI, V DARVARIU
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Artikelen 1–20