Machine-learning models to facilitate user retention for software applications

C Rivera, Y Morin, L Jonathan, M Mascaro - US Patent 11,188,840, 2021 - Google Patents
An ordered combination of machine-learning models may be used to identify users who are
likely to abandon use of an application, predict the reasons why those users are likely to …

Persona based co-operative multi-agent reinforcement learning to enhance user experience

P Shanmugasundaram - US Patent 11,847,679, 2023 - Google Patents
A system can determine a first persona for a user identity. The system can generate a web
page based on the first persona, wherein respective reinforcement learning agents …

Machine-learning models to facilitate user retention for software applications

C Rivera, Y Morin, L Jonathan, M Mascaro - US Patent 11,645,567, 2023 - Google Patents
Systems described herein apply an ordered combination machine-learning models to
identify users who are likely to abandon use of an application, predict the reasons why those …