A comparison of strategies for developmental action acquisition in QLAP. - Jonathan Mugan; Benjamin Kuipers (EpiRob, 2009)

Autonomously Learning an Action Hierarchy Using a Learned Qualitative State Representation. - Jonathan Mugan; Benjamin Kuipers (IJCAI, 2009)

User-Controllable Learning of Location Privacy Policies With Gaussian Mixture Models. - Justin Cranshaw; Jonathan Mugan; Norman M. Sadeh (AAAI, 2011)

Interactive and real-time generation of home video summaries on mobile devices. - Jianwei Niu 002; Da Huo 004; Xiao Zeng; Jonathan Mugan (IMMPD@ACM Multimedia, 2011)

Autonomous Learning of High-Level States and Actions in Continuous Environments. - Jonathan Mugan; Benjamin Kuipers (IEEE Trans. Auton. Ment. Dev., 2012)

Autonomous Representation Learning in a Developing Agent. - Jonathan Mugan; Benjamin Kuipers (Computational and Robotic Models of the Hierarchical Organization of Behavior, 2013)

Top-Down Abstraction Learning Using Prediction as a Supervisory Signal. - Jonathan Mugan (AAAI Workshop: Learning Rich Representations from Low-Level Sensors, 2013)

Identifying groups of interest through temporal analysis and event response monitoring. - Jonathan Mugan; Eric McDermid; Abbey McGrew; Laura Hitt (ISI, 2013)

Entity resolution using inferred relationships and behavior. - Jonathan Mugan; Ranga Chari; Laura Hitt; Eric McDermid; Marsha Sowell; Yuan Qu; Thayne Coffman (IEEE BigData, 2014)