Design the MDP of the thesis

[FrancisLeon]

• MDP: A reinforcement learning task that satisfies the Markov property is called a Markov decision process, or MDP. If the state and action spaces are finite, then it is called a finite Markov decision process (finite MDP).
• MDP of Wayne:
  • goal: the performance of the learner
  • agent: the control system or app
  • action: easiness
  • environment:
  • state:
  • acq_reps_since_lapse
  • ret_reps_since_lapse
  • scheduled_interval
  • actual_interval
  • reward: the extent of change of the grade