Online design of dynamic networks

arXiv:2410.08875 · cs.AI, cs.SI, physics.soc-ph · Submitted 2026-08-24 · Read on arXiv

Duo Wang, Andrea Araldo, Mounim El Yacoubi

cs.AI, cs.SI, physics.soc-ph

Submitted: 2026-08-24

Updated: 2026-08-25

Terminology

• Time-Expanded Graph — 17× in this paper
• Dynamic Vehicle Routing Problem — 5× in this paper
• Monte Carlo Tree Search — 4× in this paper
• Action Space — 3× in this paper · explained in 1 episode
• Conventional Public Transport — 3× in this paper
• Adaptivity — 2× in this paper · explained in 1 episode
• Impulsive Control Strategies — 2× in this paper
• Markov Decision Process — 2× in this paper
• Q-learning — 2× in this paper · explained in 3 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Activation Function — 1× in this paper · explained in 1 episode
• Actor — 1× in this paper · explained in 3 episodes
• Adaptation — 1× in this paper · explained in 1 episode
• Cognitive Load — 1× in this paper · explained in 2 episodes
• Comparison with State-Of-The-Art — 1× in this paper
• Loss Function — 1× in this paper · explained in 2 episodes
• Markov Decision Process (MDP) — 1× in this paper · explained in 11 episodes
• Multi-Layer Perceptron — 1× in this paper
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Sample Efficiency — 1× in this paper · explained in 4 episodes
• Transformer — 1× in this paper · explained in 2 episodes

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