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Wrong A3C implementation about ga3c HOT 1 CLOSED

nvlabs avatar nvlabs commented on May 15, 2024
Wrong A3C implementation

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Comments (1)

wgeul avatar wgeul commented on May 15, 2024

I think that the overall design is of a different approach:

            prediction, value = self.predict(self.env.current_state)
            action = self.select_action(prediction)
            reward, done = self.env.step(action)
            reward_sum += reward
            exp = Experience(self.env.previous_state, action, prediction, reward, done)

The last line indicates that experience is backward looking. I assume that's why the terminal_reward that is equal to value is consistent when done is False?

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