Justin Cranshaw, Jonathan Mugan and Norman Sadeh. 2011.
User-Controllable Learning of Location Privacy Policies with Gaussian Mixture Models
Proceedings of the Twenty-Fifth Conference on Artificial Intelligence (AAAI-11)
San Francisco, California.
Rebecca Balebako, Pedro G. Leon, Hazim Almuhimedi, Patrick Gage Kelley, Jonathan
Mugan, Alessandro Acquisti, Lorrie Faith Cranor and Norman Sadeh. 2011. [ bib ]
Nudging Users Towards Privacy on Mobile Devices.
Workshop on Persuasion, Influence, Nudge and Coercion Through Mobile Devices (PINC at CHI-11).
Vancouver, Canada.
Jonathan Mugan and Benjamin Kuipers. 2011. (accepted for publication)
Autonomous Representation Learning in a Developing Agent.
Computational and Robotic Models of the Hierarchical Organization of Behavior.
Springer Verlag.
Jonathan Mugan and Benjamin Kuipers. 2011. (accepted for publication)
Autonomous Learning of High-Level States and Actions in Continuous Environments.
IEEE Transactions on Autonomous Mental Development (IEEE TAMD).
Jonathan Mugan 2010. [ bib ]
Autonomous Qualitative Learning of Distinctions and Actions in a Developing Agent.
Ph.D. Thesis.
Jonathan Mugan and Benjamin Kuipers. 2010.
The Qualitative Learner of Action and Perception (QLAP).
AAAI video competition. Winner: Best Educational Video!
Jonathan Mugan and Benjamin Kuipers. 2009. [ bib ]
Autonomously Learning an Action Hierarchy Using a Learned Qualitative State Representation.
Proceedings of the
21st International Joint Conference on Artificial Intelligence (IJCAI-09).
Pasadena, California.
Jonathan Mugan and Benjamin Kuipers. 2009. [ bib ]
A Comparison of Strategies for Developmental Action Acquisition in QLAP.
Proceedings of the
9th International Conference on Epigenetic Robotics (EpiRob-09).
Venice, Italy.
Jonathan Mugan and Benjamin Kuipers. 2009. [ bib ]
Skill Reuse in Lifelong Developmental Learning.
IROS 2009 Workshop: Autonomous Mental Development for Intelligent
Robots and Systems.
St. Louis, Missouri.
Jonathan Mugan and Benjamin Kuipers. 2008. [ bib ]
Towards the Application of Reinforcement Learning to Undirected Developmental Learning.
Proceedings of the
8th International Conference on Epigenetic Robotics (EpiRob-08).
Sussex, UK.
Jonathan Mugan and Benjamin Kuipers. 2008. [ bib ]
Continuous-Domain Reinforcement Learning Using a Learned Qualitative State Representation.
22nd International Workshop on Qualitative Reasoning.
Boulder, Colorado.
Jonathan Mugan and Benjamin Kuipers. 2007. [ bib ]
Learning to Predict the Effects of Actions: Synergy Between
Rules and Landmarks.
Proceedings of the 6th
(IEEE) International Conference on Development and Learning (ICDL-07).
London, UK.
Jonathan Mugan and Benjamin Kuipers. 2007. [ bib ]
Learning Distinctions and Rules in a Continuous World
Through Active Exploration.
Proceedings of the
7th International Conference on Epigenetic Robotics (EpiRob-07).
Piscataway, New Jersey.
Jonathan Mugan and Klaus Truemper. 2007. [ bib ]
Discretization of Rational Data.
Mathematical Methods for Knowledge Discovery and Data Mining.
IGI Publishing Group.
Stephen Bartnikowski, Matthias Granberry, Jonathan Mugan,
and Klaus Truemper. 2006. [ bib ]
Transformation of Rational and Set Data
to Logic Data.
Data Mining and Knowledge
Discovery Approaches Based on Rule Induction
Techniques.
Springer.
Poster overview of
QLAP presented at the Cognitive Development Society VI Biennial Meeting.
San Antonio, Texas. 2009.