Victor-Alexandru Darvariu

28 papers A* 1Journal 24Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Online Navigation Planning for Long-term Autonomous Operation of Underwater Gliders. CoRR Victor-Alexandru Darvariu, Charlotte Z. Reed, Jan Stratmann, Bruno Lacerda, Benjamin Allsup, Stephen Woodward, Elizabeth Siddle, Trishna Saeharaseelan, Owain Jones, Dan Jones, Tobias Ferreira, Chloe Baker, Kevin Chaplin, James Kirk, Ashley Morris, Ryan Patmore, Jeff Polton, Charlotte Williams, Alexandra Kokkinaki, Alvaro Lorenzo-Lopez, Justin J. H. Buck, Nick Hawes
2025	J	`jnl`	A Cost-Aware Adaptive Bike Repositioning Agent Using Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. Alessandro Staffolani, Victor-Alexandru Darvariu, Paolo Bellavista, Mirco Musolesi
2025	J	`jnl`	Accelerating Atomic Fine Structure Determination with Graph Reinforcement Learning. CoRR Milan Ding, Victor-Alexandru Darvariu, Alexander N. Ryabtsev, Nick Hawes, Juliet C. Pickering
2025	J	`jnl`	Gaussian Process Aggregation for Root-Parallel Monte Carlo Tree Search with Continuous Actions. CoRR Junlin Xiao, Victor-Alexandru Darvariu, Bruno Lacerda, Nick Hawes
2025	J	`jnl`	JaxWildfire: A GPU-Accelerated Wildfire Simulator for Reinforcement Learning. CoRR Ufuk Çakir, Victor-Alexandru Darvariu, Bruno Lacerda, Nick Hawes
2025	J	`jnl`	Tackling GNARLy Problems: Graph Neural Algorithmic Reasoning Reimagined through Reinforcement Learning. CoRR Alex Schutz, Victor-Alexandru Darvariu, Efimia Panagiotaki, Bruno Lacerda, Nick Hawes
2024	J	`jnl`	A Graph Reinforcement Learning Framework for Neural Adaptive Large Neighbourhood Search. Comput. Oper. Res. Syu-Ning Johnn, Victor-Alexandru Darvariu, Julia Handl, Jörg Kalcsics
2024	J	`jnl`	Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective. CoRR Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
2024	J	`jnl`	Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective. Trans. Mach. Learn. Res. Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
2024	J	`jnl`	Large Language Models are Effective Priors for Causal Graph Discovery. CoRR Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
2024	J	`jnl`	PRORL: Proactive Resource Orchestrator for Open RANs Using Deep Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. Alessandro Staffolani, Victor-Alexandru Darvariu, Luca Foschini, Michele Girolami, Paolo Bellavista, Mirco Musolesi
2024	—	`conf`	Reinforcement Learning Discovers Efficient Decentralized Graph Path Search Strategies. LoG Alexei Pisacane, Victor-Alexandru Darvariu, Mirco Musolesi
2024	J	`jnl`	Reinforcement Learning Discovers Efficient Decentralized Graph Path Search Strategies. CoRR Alexei Pisacane, Victor-Alexandru Darvariu, Mirco Musolesi
2024	J	`jnl`	Trust-based Consensus in Multi-Agent Reinforcement Learning Systems. RLJ Ho Long Fung, Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
2023	—	`conf`	GRAPH Reinforcement Learning for Operator Selection in the ALNS Metaheuristic. OLA Syu-Ning Johnn, Victor-Alexandru Darvariu, Julia Handl, Jörg Kalcsics
2023	J	`jnl`	Graph Reinforcement Learning for Operator Selection in the ALNS Metaheuristic. CoRR Syu-Ning Johnn, Victor-Alexandru Darvariu, Julia Handl, Jörg Kalcsics
2023	J	`jnl`	RLQ: Workload Allocation With Reinforcement Learning in Distributed Queues. IEEE Trans. Parallel Distributed Syst. Alessandro Staffolani, Victor-Alexandru Darvariu, Paolo Bellavista, Mirco Musolesi
2023	J	`jnl`	Tree Search in DAG Space with Model-based Reinforcement Learning for Causal Discovery. CoRR Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
2022	—	`conf`	Dynamic Network Reconfiguration for Entropy Maximization Using Deep Reinforcement Learning. LoG Christoffel Doorman, Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
2022	J	`jnl`	Dynamic Network Reconfiguration for Entropy Maximization using Deep Reinforcement Learning. CoRR Christoffel Doorman, Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
2022	J	`jnl`	Graph Neural Modeling of Network Flows. CoRR Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
2022	J	`jnl`	Trust-based Consensus in Multi-Agent Reinforcement Learning Systems. CoRR Ho Long Fung, Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
2021	J	`jnl`	Planning Spatial Networks. CoRR Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
2021	J	`jnl`	Reinforcement Learning on Encrypted Data. CoRR Alberto Jesu, Victor-Alexandru Darvariu, Alessandro Staffolani, Rebecca Montanari, Mirco Musolesi
2021	J	`jnl`	Solving Graph-based Public Good Games with Tree Search and Imitation Learning. CoRR Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
2021	A*	`conf`	Solving Graph-based Public Goods Games with Tree Search and Imitation Learning. NeurIPS Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
2020	J	`jnl`	Improving the Robustness of Graphs through Reinforcement Learning and Graph Neural Networks. CoRR Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
2020	J	`jnl`	Quantifying the Relationships between Everyday Objects and Emotional States through Deep Learning Based Image Analysis Using Smartphones. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Victor-Alexandru Darvariu, Laura Convertino, Abhinav Mehrotra, Mirco Musolesi