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Model.md (304B)


      1 # Model
      2 
      3 RL Ch 1
      4 
      5 **Definition:** A model in RL is an agents representation of its environment that allows it to predict expected outcomes.
      6 
      7 There are two parts to the model:
      8 
      9 1. Transition Model (probabilities of switching between states)
     10 2. Reward Model (expected rewards after taking certain actions)