In this blog article by openai, they say the std of the exploration distribution must be state-dependent, i.e. an output of the policy network, so it works with the entropy bonus, which is an integral part of the SAC algorithm.

My question is: Does the std always have to be state-dependent when entropy bonus is used? PPO baselines uses a state-independent std for the exploration distribution.



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