no code implementations • 20 Jun 2022 • Mohamad Kazem Shirani Faradonbeh, Mohamad Sadegh Shirani Faradonbeh, Mohsen Bayati
To the best of our knowledge, this is the first such result for Thompson sampling in a diffusion process control problem.
no code implementations • 30 Dec 2021 • Mohamad Kazem Shirani Faradonbeh, Mohamad Sadegh Shirani Faradonbeh
Linear dynamical systems are canonical models for learning-based control of plants with uncertain dynamics.
no code implementations • 16 Sep 2021 • Mohamad Kazem Shirani Faradonbeh, Mohamad Sadegh Shirani Faradonbeh
Linear dynamical systems that obey stochastic differential equations are canonical models.