Reinforcement Learning

Reinforcement Learning

What you’ll learn

  • Define what is Reinforcement Learning?
  • Apply all what is learned using state-of-the art libraries like OpenAI Gym, StabeBaselines, Keras-RL and TensorFlow Agents
  • Define what are the applications domains and success stories of RL?
  • Define what are the difference between Reinforcement and Supervised Learning?
  • Define the main components of an RL problem setup?
  • Define what are the main ingredients of an RL agent and their taxonomy?
  • Define what is Markov Reward Process (MRP) and Markov Decision Process (MDP)?
  • Define the solution space of RL using MDP framework
  • Solve the RL problems using planning with Dynamic Programming algorithms, like Policy Evaluation, Policy Iteration and Value Iteration
  • Solve RL problems using model free algorithms like Monte-Carlo, TD learning, Q-learning and SARSA
  • Differentiate On-policy and Off-policy algorithms
  • Master Deep Reinforcement Learning algorithms like Deep Q-Networks (DQN), and apply them to Large Scale RL
  • Master Policy Gradients algorithms and Actor-Critic (AC, A2C, A3C)
  • Master advanced DRL algorithms like DDPG, TRPO and PPO
  • Define what is model-based RL, and differentiate it from planning, and what are their main algorithms and applications?

How to Enroll Reinforcement Learning course?

  • To Access "Reinforcement Learning" Click on Enroll Now button at end of the post. It will redirect you to Udemy Course Page and then you can start the enrollment process.
  • If you're New to Udemy? Sign up with your email and create a password. for Existing users, log in with your credentials to access course.
  • How many members can access this course with a coupon?

    Reinforcement Learning Course coupon is limited to the first 1,000 enrollments. Click 'Enroll Now' to secure your spot and dive into this course on Udemy before it reaches its enrollment limits!

    External links may contain affiliate links, meaning we get a commission if you decide to make a purchase
    Deal Score0

    Unlock the future with learning!

    Exclusive new customer deal: Top courses from $14.99 on your first visit.

    Compare items
    • Total (0)
    Compare
    0