Innervated stochastic controller for real time business...

Details Innervated stochastic controller for real time business... Innervated stochastic controller for real time business...

2006-02-08

2008-07-01

Hirl, Joseph P (Department: 2129)

Data processing: artificial intelligence

Knowledge processing system

C706S046000, C706S052000

Reexamination Certificate

active

07395252

ABSTRACT:
An Innervated Stochastic Controller optimizes business decision-making under uncertainty through time. The Innervated Stochastic Controller uses a unified reinforcement learning algorithm to treat multiple interconnected operational levels of a business process in a unified manner. The Innervated Stochastic Controller generates actions that are optimized with respect to both financial profitability and engineering efficiency at all levels of the business process. The Innervated Stochastic Controller can be configured to evaluate real options. In one embodiment of the invention, the Innervated Stochastic Controller is configured to generate actions that are martingales. In another embodiment of the invention, the Innervated Stochastic Controller is configured as a computer-based learning system for training power grid operators to respond to grid exigencies.

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Shervais, S., “Adaptive Critic Based Adaption Of A Fuzzy Policy Manager For A Logistic System,” IEEE 0-7803-7078-3/01, 2001.

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