US 11,875,637 B2
Self-evolving AI-based playstyle models
David Froy, Lakeville-Westmorland (CA); Thomas Trenkler, Thal bei Graz (AT); Karen Van Niekerk, Dieppe (CA); Michael Russ, Graz (AT); and David Small, Moncton (CA)
Assigned to IGT, Las Vegas, NV (US)
Filed by IGT, Las Vegas, NV (US)
Filed on Nov. 29, 2021, as Appl. No. 17/537,054.
Prior Publication US 2023/0169823 A1, Jun. 1, 2023
Int. Cl. G07F 17/32 (2006.01); G06N 3/12 (2023.01)
CPC G07F 17/3227 (2013.01) [G06N 3/12 (2013.01); G07F 17/323 (2013.01); G07F 17/3206 (2013.01); G07F 17/3237 (2013.01)] 19 Claims
OG exemplary drawing
 
1. A system comprising:
a communication interface;
a processor coupled with the communication interface; and
a computer-readable storage medium coupled with the processor, the computer-readable storage medium comprising processor-executable instructions that, when executed by the processor, cause the processor to:
generate a playstyle model based at least in part on a set of previous gameplay decisions associated with a set of previous gameplay sessions, wherein the set of previous gameplay sessions are associated with a first game type and a first gaming market; and
deploy the playstyle model for a gameplay session, wherein the gameplay session is associated with:
at least one game type of a set of game types, wherein the set of game types comprises the first game type and a second game type; and
at least one gaming market of a set of gaming markets, wherein the set of gaming markets comprises the first gaming market and a second gaming market;
identify data associated with the gameplay session at a gaming device, the data comprising at least one of:
a gameplay decision received during the gameplay session; and
a state of a user in association with the gameplay decision;
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 the playstyle model, the output comprising an indication associated with modifying the playstyle model; and
modify the playstyle model based at least in part on the indication.