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Reinforcement Learning Specialization, University of Alberta


  • Fundamentals of Reinforcement Learning
    • K-armed_bandit_assignment
    • optimal Policies with Dynamic Programming Assignment
  • Sample-based Learning Methods
    • Policy_evaluation_TD(0)_assignment
    • Q-Learning_and_Expected_SARSA_assignment
    • Dyna_Q_DynaQ+assignment
  • Prediction and Control with Function Approximation
    • Semi-Gradient TD(0) with State Aggregation Assignment
    • Semi-Gradient TD with a Neural Network Assignment
    • Function Approximation and Control Assignment
    • Average Reward SoftMax Actor Critic Assignment
  • Capstone Project
    • Moonshoot Technologies
    • Implement your agent Lunar Landing Assignment
    • Completing the parameter study

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