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- $\begingroup$ Thank you for your feedback. I wanted to make an introduction to AC methods, in which I would mention the intoduction of the loss function to critic (having previously defined value-based and policy-based methods and objective function). Then I was thinking about defining the methods, the first being A2C, and their functions so then I would continue with TRPO, PPO and SAC among others. However, right now I wanted to focus on A2C. You said that I did not mention the advantage for the actor network but I included it in the fourth equation. $\endgroup$marc_spector– marc_spector2024-12-07 23:29:30 +00:00Commented Dec 7, 2024 at 23:29
- $\begingroup$ Your plan to introduce A2C in the context of actor-critic methods sounds well-structured and pedagogically sound. In addition to the clarification of my above answer, also you may further ponder about why off-policy SAC only needs one critic target network while DDPG needs target networks for both critic and actor. Hope this clarifies and helpful to your concerned question here. $\endgroup$cinch– cinch2024-12-08 03:48:55 +00:00Commented Dec 8, 2024 at 3:48
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