Modeling the effects of adherence to vaccination and health protocols in epidemic dynamics by means of an SIR model

no code implementations • 2 Aug 2023 • Jasmin Nunuvero, Angelique Santiago, Moshe Cohen, Anca Radulescu

We first use this simple setup to compare the effects of two vaccination schemes, one in which people are vaccinated at a rate proportional with the population, and one in which vaccines are administered to a fraction of the susceptible people (both of which are know strategies in real life epidemics).

Leveraging human knowledge in tabular reinforcement learning: A study of human subjects

no code implementations • 15 May 2018 • Ariel Rosenfeld, Moshe Cohen, Matthew E. Taylor, Sarit Kraus

However, injecting human knowledge into an RL agent may require extensive effort and expertise on the human designer's part.

reinforcement-learning Reinforcement Learning (RL)