PROVIDING TRAINED REINFORCEMENT LEARNING SYSTEMS

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United States of America Patent

APP PUB NO 20240211794A1
SERIAL NO

18079123

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Abstract

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Providing a trained reinforcement learning (RL) model by formulating a decision process problem for the RL model, defining at least one of a logarithmic loss function for the RL model and defining an initiation point for the RL model according to an optimized spectral norm of the RL model, training the system according to the logarithmic loss function or from the initiation point, and providing the trained RL model.

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Patent Owner(s)

Patent OwnerAddress
MASSACHUSETTS INSTITUTE OF TECHNOLOGY77 MASSACHUSETTS AVENUE CAMBRIDGE MA 02139

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Daniel, Luca Cambridge, US 10 18
Das, Subhro Cambridge, US 20 39
Megretski, Alexandre Acton, US 36 548
Nguyen, Lam Minh Ossining, US 27 8
Zhang, Wang Cambridge, US 101 201

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