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mbold's Issues

How is the distance calculated in case of reward range changing from {0, 1} to {1, 10}?

I am wondering how the distance is calculated after the reward range has changed. I am also not sure about the values used for clipping the q-values here:

def qval_to_timestep(self, qvals):
return np.log(np.clip(qvals, 1e-5, 2)) / np.log(self._hp.gamma) + 1

Where do the upper and lower bound come from? especially because the distance can be a large negative number if the qvals are near zero.

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