ME 491 Learning-based control
(fall semester)

Materials:

  • Dynamic programming

  • Value-based methods

  • Policy-based methods

  • Actor-critic methods

  • Advanced policy gradient methods (TRPO, PPO)

  • Deep reinforcement learning (DRL)

  • Genetic algorithms

  • Gradient-free function optimizers

  • Transfer learning, sim-to-real

Project: