The course provides the basic knowledge in stochastic control, programming principle, dynamic programming equation, Hamilton-Jacobi-Bellman equation, control for counting processes. A second part addresses the theory of mean-field models. Applications to finance are considered.
Programming principle, dynamic programming equation, Hamilton-Jacobi-Bellman equation, control for counting processes. Mean-field models as many particle limits. Applications to finance.