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Bringing ML to the real world: Rewards are all we need.

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Title: Bringing ML to the real world: Rewards are all we need.
Authors: Kalinin, Sergei V.1,2 (AUTHOR) sergei2@utk.edu, Slautin, Boris N.1 (AUTHOR), Liu, Yu1 (AUTHOR), Ahmadi, Mahshid1 (AUTHOR), Barakati, Kamyar1 (AUTHOR), Krishnan, N. M. Anoop3,4 (AUTHOR), Ji, Heng5 (AUTHOR), Cao, Charles6 (AUTHOR), Arroyave, Raymundo7 (AUTHOR)
Source: APL Machine Learning. Mar2026, Vol. 4 Issue 1, p1-11. 11p.
Database: Academic Search Ultimate
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  Data: Bringing ML to the real world: Rewards are all we need.
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  Data: <searchLink fieldCode="AR" term="%22Kalinin%2C+Sergei+V%2E%22">Kalinin, Sergei V.</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> sergei2@utk.edu</i><br /><searchLink fieldCode="AR" term="%22Slautin%2C+Boris+N%2E%22">Slautin, Boris N.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Liu%2C+Yu%22">Liu, Yu</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Ahmadi%2C+Mahshid%22">Ahmadi, Mahshid</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Barakati%2C+Kamyar%22">Barakati, Kamyar</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Krishnan%2C+N%2E+M%2E+Anoop%22">Krishnan, N. M. Anoop</searchLink><relatesTo>3,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Ji%2C+Heng%22">Ji, Heng</searchLink><relatesTo>5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Cao%2C+Charles%22">Cao, Charles</searchLink><relatesTo>6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Arroyave%2C+Raymundo%22">Arroyave, Raymundo</searchLink><relatesTo>7</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22APL+Machine+Learning%22">APL Machine Learning</searchLink>. Mar2026, Vol. 4 Issue 1, p1-11. 11p.
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        Value: 10.1063/5.0311536
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              Text: Mar2026
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