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Staging auto_reset as option #1263

@sotetsuk

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@sotetsuk

Currently, auto_reset feature is provided as experimental but as it's actually a MUST to use auto_reset in vectorized env, we'll implement it to public API.

  • auto_reset="replace" : To overwrite the final state with the initial state when an episode ends.
  • auto_reset="manual" : To allow the agent to continue acting on the terminal state and transition to the initial state.
  • auto_reset=None : To represent no automatic reset.

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