SYSTEM DESIGN FOR AN INTEGRATED LIFELONG MACHINE LEARNING AGENT

• Main Authors: DIVAKARAN, Ajay, PIACENTINO, Michael R, NADAMUNI RAGHAVAN, Aswin, DANIELS, Zachary, HOSTETLER, Jesse, SUR, Indranil, RAHMAN, Abrar
• Format: Patent
• Language: English
• Published: 20.06.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; PHYSICS

A method, apparatus and system for lifelong reinforcement learning include receiving features of a task, communicating the task features to a learning system, where the learning system learns or performs a task related to the features based on learning or performing similar previous tasks, determini...