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

Comments: 14 pages

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

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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