[agents] Postdoctoral Fellow in Lifelong Machine Learning at the University of Pennsylvania

[Eric Eaton]

Postdoctoral Fellow in Lifelong Machine Learning
The University of Pennsylvania, Department of Computer and Information Science

The University of Pennsylvania's Department of Computer and Information Science and the General Robotics, Automation, Sensing and Perception (GRASP) Laboratory invites applications for a full-time Postdoctoral Fellow in machine learning and artificial intelligence. The Fellow will conduct research on lifelong machine learning and knowledge transfer, focusing on the development of methods for continually learning and refining knowledge over consecutive learning tasks and continuous experience in problem domains (including object recognition and agent control/coordination). Additionally, the Fellow will have opportunities for mentoring students and assisting in the grant proposal process.

The position is available immediately and will be renewable for up to 2 years. A Ph.D. in computer science (or a related field) is required. The position will report to Dr. Eric Eaton. The compensation package includes a competitive salary, health benefits, career mentoring, and conference travel support.

Candidates should have a strong background in machine learning, supported by a solid publication record in top-tier machine learning conferences (e.g., ICML, NIPS, etc.). Candidates will also benefit from having a strong mathematical background and research in at least one of the following areas: transfer learning, multi-task learning, probabilistic modeling, sparse feature analysis, robotics, or computer vision/perception. Candidates should be familiar with Java, C/C++, and Matlab programming in Linux-based environments.

For further details and to apply, visit http://www.seas.upenn.edu/~eeaton/openpositions.html

The University of Pennsylvania is an Ivy League University located near the center of Philadelphia, the 5th largest city in the US. The University campus and the Philadelphia area support a rich diversity of scientific, educational, and cultural opportunities; major technology-driven industries such as pharmaceuticals, finance, and aerospace; as well as attractive urban and suburban residential neighborhoods. Princeton and New York City are within commuting distance.

The University of Pennsylvania is an Equal Opportunity/Affirmative Action Employer. Minority candidates and women are especially encouraged to apply. Hiring is contingent upon eligibility to work in the United States.