Reinforcement Learning Reinforcement Learning with continuous states Learning to control along a single trajectory. Control Theory Process Approximation Methods in Control Theory Surrogate stochastic objects Diffusive Limit Control Efficient approximation of high-frequency pure jump problems. Online Learning Online Learning in Online Auctions Dynamics in markets