ADJUSTING MODEL OUTPUT EVENTS IN A SIMULATION

Patent №

US 8,538,739

Granted

2013-09-17

Filed 2007

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

ml · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11930396

In an embodiment, input data is received from a user and reference data is calculated based on an original simulation state. An adjustment amount is determined based on the difference between the input data and the reference data. An event value is generated via a probability function, and the event value is adjusted by the adjustment amount into an adjusted event value. A next simulation state is then determined based on the adjusted event value, and the next simulation state is presented to a user. In an embodiment, the adjustment amount is proportional to the difference. In this way, direct and realistic feedback to the user is provided via the simulation state, which positively reinforces correct behavior and negatively reinforces incorrect behavior, more so than does an unadjusted simulation.

AI classification

Machine learning1.00
Knowledge representation0.99
Planning0.90
AI hardware0.34
Vision0.11
Evolutionary computation0.11
Natural language0.01
Speech0.01

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 200410752

Assignors

WOODBURY, JAMES E.

On an employer assignment, the assignors are typically the inventors.

From the same owner

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