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Few Topics are:

  • Models
  • Basic algorithms
  • deep learning
  • value function
  •  Q-factor
  •  optimality equations
  • Value iteration
  •  Policy iteration
  •  Q-learning
  •  TD-learning
  • Deep Q-network
  •  policy gradient
  •  actor-critic algorithm
  •  Monte-carlo tree search
  •  PPO

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