US 11,941,530 B2
Creating diversity in artificial intelligence and machine learning
Albhy Galuten, Santa Monica, CA (US)
Assigned to SONY INTERACTIVE ENTERTAINMENT LLC, San Mateo, CA (US)
Filed by Sony Interactive Entertainment LLC, San Mateo, CA (US)
Filed on Feb. 20, 2020, as Appl. No. 16/796,840.
Claims priority of provisional application 62/808,281, filed on Feb. 20, 2019.
Prior Publication US 2020/0265267 A1, Aug. 20, 2020
Int. Cl. G06N 3/086 (2023.01); G06F 18/214 (2023.01); G06N 3/047 (2023.01); G06N 20/00 (2019.01)
CPC G06N 3/086 (2013.01) [G06F 18/214 (2023.01); G06N 3/047 (2023.01); G06N 20/00 (2019.01)] 18 Claims
OG exemplary drawing
 
1. A system for enhancing diversity through machine learning, the system comprising:
storage that maintains information concerning behaviors, infrastructure, and governance; and
a software engine maintained in a non-transitory storage medium and executable by a processing device to:
gather training sets;
analyze the information concerning behaviors, infrastructure, and governance in light of the training sets, wherein analyzing the information includes engaging in unsupervised learning based on weighted variables associated with the training sets to identify correlations between sets of the information; and
output policy suggestions that deviate from a single best solution in favor of multiple diverse solutions.