Continuous-Time q-Learning with Nonsmooth Value Functions: a BSDE Approach

Manuel Asero, Elena Bandini, Andrea Cosso +1

We study continuous-time q-learning for entropy-regularized diffusion control without assuming classical differentiability of the value function. Rewards and admissible policies ne…