Applying reinforcement learning to optimize vaccine distribution: an example of how artificial intelligence can help address social issues
Redaelli, Francesco (A.A. 2020/2021) Applying reinforcement learning to optimize vaccine distribution: an example of how artificial intelligence can help address social issues. Tesi di Laurea in Artificial intelligence and machine learning, Luiss Guido Carli, relatore Giuseppe Francesco Italiano, pp. 48. [Bachelor's Degree Thesis]
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Abstract/Index
The epidemic model. The social network. The model for epidemic spreading. Infection spreading example. The reinforcement learning model. Introduction to reinforcement learning. A model-free approach. Model application & results. Simulation settings. Simulations with 100 nodes. Simulations with 500 nodes.
References
Bibliografia: pp. 39-41.
| Thesis Type: | Bachelor's Degree Thesis |
|---|---|
| Institution: | Luiss Guido Carli |
| Degree Program: | Bachelor's Degree Programs > Bachelor's Degree Program in Management and Computer Science, English language (L-18) |
| Chair: | Artificial intelligence and machine learning |
| Thesis Supervisor: | Italiano, Giuseppe Francesco |
| Academic Year: | 2020/2021 |
| Session: | Summer |
| Deposited by: | Alessandro Perfetti |
| Date Deposited: | 20 Oct 2021 09:23 |
| Last Modified: | 20 Oct 2021 09:23 |
| URI: | https://tesi.luiss.it/id/eprint/30482 |
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