When considering the policy network in PPO algorithm, we need to fit a Gaussian distribution to the neural network output (for a continuous action space problem). When I use this network to obtain action, should I sample from the fitted distribution or directly consider the mean output from the policy network? Also, what should be the standard deviation of the fitted distribution?



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