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  • $\begingroup$ Thank you again neil!.But I could not understand the intuition behind differential TD error how this equation carry average reward with thousands of states can you give me a simple example $\endgroup$ Commented Jul 7, 2019 at 18:22
  • $\begingroup$ @uğuryıldırım: The average reward is not related to individual states. It is an average over all time steps. For more details and intuition, please read chapter 10 of Sutton & Barto. $\endgroup$ Commented Jul 7, 2019 at 19:03