Solving Graph-based Public Good Games with Tree Search and Imitation
Learning
Darvariu, V
Hailes, S
Musolesi, M
(12 Jun 2021)
http://arxiv.org/abs/2106.06762v2
Learning
Reinforcement Learning on Encrypted Data
Jesu, A
Darvariu, V
Staffolani, A
Montanari, R
Musolesi, M
(16 Sep 2021)
http://arxiv.org/abs/2109.08236v1
Goal-directed graph construction using reinforcement learning
Darvariu, V
Hailes, S
Musolesi, M
(30 Jan 2020)
http://arxiv.org/abs/2001.11279v4
Planning Spatial Networks with Monte Carlo Tree Search
Darvariu, V
Hailes, S
Musolesi, M
(12 Jun 2021)
http://arxiv.org/abs/2106.06768v2
Dynamic Network Reconfiguration for Entropy Maximization using Deep
Reinforcement Learning
Doorman, C
Darvariu, V
Hailes, S
Musolesi, M
(26 May 2022)
http://arxiv.org/abs/2205.13578v2
Reinforcement Learning
Graph Reinforcement Learning for Operator Selection in the ALNS
Metaheuristic
Johnn, S
Darvariu, V
Handl, J
Kalcsics, J
(28 Feb 2023)
http://arxiv.org/abs/2302.14678v1
Metaheuristic
Trust-based Consensus in Multi-Agent Reinforcement Learning Systems
Fung, H
Darvariu, V
Hailes, S
Musolesi, M
(25 May 2022)
http://arxiv.org/abs/2205.12880v2
Graph Neural Modeling of Network Flows
Darvariu, V
Hailes, S
Musolesi, M
(12 Sep 2022)
http://arxiv.org/abs/2209.05208v3
Tree Search in DAG Space with Model-based Reinforcement Learning for
Causal Discovery
Darvariu, V
Hailes, S
Musolesi, M
(20 Oct 2023)
http://arxiv.org/abs/2310.13576v2
Causal Discovery
Large Language Models are Effective Priors for Causal Graph Discovery
Darvariu, V
Hailes, S
Musolesi, M
(22 May 2024)
http://arxiv.org/abs/2405.13551v1