Ming-Hui Zhang

Policy Evaluation and Policy Gradient for Continuous-Time Markov Regime-Switching Systems

We study policy evaluation (PE) and policy gradient (PG) for continuous-time stochastic control with Markov regime-switching. The main challenges are the coexistence of diffusion and regime jumps, the coupling of regime-dependent value functions, and the construction of model-free learning rules from the coupled genera...