Author:Rosman, Benjamin S; Ramamoorthy, SDate:Apr 2015An agent tasked with solving a number of different decision making problems in similar environments has an opportunity to learn over a longer timescale than each individual task. Through examining solutions to different tasks, it can uncover ...Read more
Author:Rosman, Benjamin S; Hawasly, M; Ramamoorthy, SDate:Feb 2016A long-lived autonomous agent should be able to respond online to novel instances of tasks from a familiar domain. Acting online requires `fast' responses, in terms of rapid convergence, especially when the task instance has a short duration ...Read morecb