公开(公告)号：US11676453B2

公开(公告)日：2023-06-13

申请号：US17402003

申请日：2021-08-13

Applicant: IGT

Inventor： David Froy ,  Karen Van Niekerk ,  Thomas Trenkler ,  Adam Narducci ,  Michael Russ

IPC: G07F17/32 ,  G06N3/02

CPC classification number: G07F17/326 ,  G06N3/02 ,  G07F17/3237

Abstract: The present disclosure relates generally to a gaming system, device, and method supportive of an enhanced electronic gaming machine auto play mode. A gaming system, device, and method are provided that identify data associated with a set of previous gameplay sessions, the data including a set of previous gameplay decisions associated with the set of previous gameplay sessions; generate a set of playstyle models based on the set of previous gameplay decisions; and enable a gameplay mode in which a playstyle model of the set of playstyle models may be utilized to provide automated player inputs to a gameplay session.

公开(公告)号：US20230169823A1

公开(公告)日：2023-06-01

申请号：US17537054

申请日：2021-11-29

Applicant: IGT

Inventor： David Froy ,  Thomas Trenkler ,  Karen Van Niekerk ,  Michael Russ ,  David Small

IPC: G07F17/32 ,  G06N3/12

CPC classification number: G07F17/3227 ,  G07F17/3237 ,  G07F17/323 ,  G07F17/3206 ,  G06N3/12

Abstract: The present disclosure relates generally to a gaming system, device, and method supportive of a self-evolving, AI-based playstyle models. A gaming system, device, and method are provided that identify data associated with a gameplay session at a gaming device, provide the data to a machine learning network; receive an output from the machine learning network in response to the machine learning network processing the data using a playstyle model, the output including an indication associated with modifying the playstyle model; and modify the playstyle model based on the indication. The data includes at least one of: a gameplay decision received during the gameplay session; and an emotional state of a user in association with the gameplay decision.