Deep Reinforcement Learning
  • Type Learning
  • Level Intermediate

Deep Reinforcement Learning

Issued by Florida International University (FIU)

Developed within the School of Computing and Information Sciences, this badge recognizes competency in areas such as: (Model-free) Value-Based methods, (Model-free) Policy Gradient methods, Model-based methods, Deep Reinforcement Learning in online settings (Contextual Bandits), Partially Observable Markov Decision Processes (POMDPs) and Inverse Reinforcement Learning.

  • Type Learning
  • Level Intermediate

Skills

Earning Criteria

  • One year of Python programming experience.
  • Machine Learning experience or successful completion of Fast.ai’s Introduction to Machine Learning for Coders.
  • Successful completion of module quizzes.
  • Successful completion of a final course project.
  • Successful completion of an exit evaluation outlining how the learning experience will impact their future practice in this area.