rlcode / reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

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What each state signifies in Grid World

akileshbadrinaaraayanan opened this issue · comments

I understand that state_size is 15. Could you please elaborate on what each of the 15 values denote or signify?

Thanks,
Akilesh

Hi, Akilsesh.

  1. Relative position of arrival point (x, y)
  2. Label of destination
  3. Relative position of the obstacle to the agent (x, y)
  4. Labels of obstacles
  5. Speed of Obstacle

3),4),5) for each obstacle. so the sum of them is 12.

  1. for 2 and 2) for 1.

Total sum of state_size is 12+2+1 = 15.

Thanks,
Akilesh.

Thanks Hyeokreal.