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CMPUT 365

Introduction to Reinforcement Learning

3 units

Winter 2026

Topics

  • Bandit problems
  • Markov decision processes
  • Dynamic programming
  • Monte Carlo and temporal-difference prediction
  • Sarsa and Q-learning
  • Dyna and learned-model planning
  • Function approximation

Readings

Sources