ChenglongChen/pytorch-DRL

The Actor Critic Structure in MAA2C

rezunli96 opened this issue · 0 comments

A little confused about your implementation of MAA2C. I don't think the input of the actor network is simply the ``joint state" of the agents. According to [1] the critic's input should be state of the environment (where agents' joint state is not necessarily defined) + the joint action of the agents, i.e., the critic here should be a Q-function for joint actions. And for the actor it should be something like a policy, where I am not quite understand why the actor network is implemented in this way. Appreciate if explained.