Fictitious play for mean field games: Continuous time analysis and applications
In this paper, we deepen the analysis of continuous time Fictitious Play learning algorithm to
the consideration of various finite state Mean Field Game settings (finite horizon, $\gamma …
the consideration of various finite state Mean Field Game settings (finite horizon, $\gamma …
[PDF][PDF] Learning mean field games: A survey
Non-cooperative and cooperative games with a very large number of players have many
applications but remain generally intractable when the number of players increases …
applications but remain generally intractable when the number of players increases …
Effects of information-induced behavioural changes during the COVID-19 lockdowns: the case of Italy
The COVID-19 pandemic that started in China in December 2019 has not only threatened
world public health, but severely impacted almost every facet of life, including behavioural …
world public health, but severely impacted almost every facet of life, including behavioural …
Optimal incentives to mitigate epidemics: a Stackelberg mean field game approach
Motivated by the models of epidemic control in large populations, we consider a Stackelberg
mean field game model between a principal and a mean field of agents whose states evolve …
mean field game model between a principal and a mean field of agents whose states evolve …
COVID-19 pandemic control: balancing detection policy and lockdown intervention under ICU sustainability
An extended SIR model, including several features of the recent COVID-19 outbreak, is
considered: the infected and recovered individuals can either be detected or undetected and …
considered: the infected and recovered individuals can either be detected or undetected and …
Recent advances in modeling and control of epidemics using a mean field approach
The modeling and control of epidemics, such as the novel Coronavirus, have become
crucial on a global scale, for effective management of epidemic situations. This paper is …
crucial on a global scale, for effective management of epidemic situations. This paper is …
Control strategies for COVID-19 epidemic with vaccination, shield immunity and quarantine: A metric temporal logic approach
Ever since the outbreak of the COVID-19 epidemic, various public health control strategies
have been proposed and tested against the coronavirus SARS-CoV-2. We study three …
have been proposed and tested against the coronavirus SARS-CoV-2. We study three …
[HTML][HTML] Optimal control design incorporating vaccination and treatment on six compartment pandemic dynamical system
In this paper, a mathematical model of the COVID-19 pandemic with lockdown that provides
a more accurate representation of the infection rate has been analyzed. In this model, the …
a more accurate representation of the infection rate has been analyzed. In this model, the …
A behavioural modelling approach to assess the impact of COVID-19 vaccine hesitancy
We introduce a compartmental epidemic model to describe the spread of COVID-19 within a
population, assuming that a vaccine is available, but vaccination is not mandatory. The …
population, assuming that a vaccine is available, but vaccination is not mandatory. The …
Path integral control of a stochastic multi-risk sir pandemic model
P Pramanik - Theory in Biosciences, 2023 - Springer
In this paper a Feynman-type path integral control approach is used for a recursive
formulation of a health objective function subject to a fatigue dynamics, a forward-looking …
formulation of a health objective function subject to a fatigue dynamics, a forward-looking …