Victor-Alexandru Darvariu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Reinforcement Learning

Top Venues

Comput. Oper. Res.

Publications

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 (2024)
Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective. CoRR (2024)
Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Large Language Models are Effective Priors for Causal Graph Discovery. CoRR (2024)
Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Tree Search in DAG Space with Model-based Reinforcement Learning for Causal Discovery. CoRR (2023)
Syu-Ning Johnn, Victor-Alexandru Darvariu, Julia Handl, Jörg Kalcsics
GRAPH Reinforcement Learning for Operator Selection in the ALNS Metaheuristic. OLA (2023)
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) (2023)
Syu-Ning Johnn, Victor-Alexandru Darvariu, Julia Handl, Jörg Kalcsics
Graph Reinforcement Learning for Operator Selection in the ALNS Metaheuristic. CoRR (2023)
Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Graph Neural Modeling of Network Flows. CoRR (2022)
Ho Long Fung, Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Trust-based Consensus in Multi-Agent Reinforcement Learning Systems. CoRR (2022)
Christoffel Doorman, Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Dynamic Network Reconfiguration for Entropy Maximization using Deep Reinforcement Learning. CoRR (2022)
Christoffel Doorman, Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Dynamic Network Reconfiguration for Entropy Maximization Using Deep Reinforcement Learning. LoG (2022)
Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Solving Graph-based Public Goods Games with Tree Search and Imitation Learning. NeurIPS (2021)
Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Planning Spatial Networks. CoRR (2021)
Alberto Jesu, Victor-Alexandru Darvariu, Alessandro Staffolani, Rebecca Montanari, Mirco Musolesi
Reinforcement Learning on Encrypted Data. CoRR (2021)
Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Solving Graph-based Public Good Games with Tree Search and Imitation Learning. CoRR (2021)
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) (2020)
Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Improving the Robustness of Graphs through Reinforcement Learning and Graph Neural Networks. CoRR (2020)