DeepRL-Agents
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A3C episode length unbounded
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Episodes are not terminated when episode_step_count exceeds max_episode_length.
It is not necessarily a problem, but as both summary writing and model saving is dependent on episode_count, if the episodes are getting too long then these actions are less frequent.
In my case (I'm using the algorithm with a different environment, not doom), as the agent got better episodes exceeded 8000 steps, so that really influenced the model saving frequency.