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Question by Icaro-Lima-TFG · Jun 04, 2019 at 12:07 AM · learningagentmachine

Discrete Rewards or Continuous Rewards? ML-Agents PPO

Which of the two forms of reward is better and why?

1. AddReward(Mathf.Cos(_rigidbody2D.rotation * Mathf.Deg2Rad));
2. if (Mathf.Cos(_rigidbody2D.rotation * Mathf.Deg2Rad) >= Mathf.Cos(10 * Mathf.Deg2Rad)) AddReward(1);

I perceived that the first form converges more faster.

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