Comments (1)
I'm not sure what's the problem. Before the update, the new policy is equal to the old policy, so the KL is zero. Actually, the first derivative of the KL is also zero, because the KL reaches the minimum when new policy equals the old policy. But what we care about is the second derivative (Hessian) of the KL, which is not zero.
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