[KongchangAI]
Unverified50% confidenceFactExact time

If the shaping reward takes the form F(s, s') = γΦ(s') − Φ(s), then the optimal policy obtained under this shaping is exactly identical to the optimal policy of the original sparse-reward problem.

1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen

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