About Me

I am a Ph.D. student at the Technion – Israel Institute of Technology, under the supervision of Dr. Erez Karpas. Over the last three years, I have been serving as a teaching assistant (TA) and a supervisor in the graduate level course of Entrepreneurship and Intellectual Property at the Faculty of Industrial Engineering and Management.

My primary research interests are in the areas of artificial intelligence, machine learning, and economics. My current research is focused on Oversubscription Planning (OSP) problem with general additive utility functions.

I received my  B.Sc. in Industrial Engineering and Management (cum laude) and B.A. in Economics and Management from the Technion – Israel Institute of Technology. Before my Ph.D. studies, I was an information systems engineer at Elbit Systems for five years.

Contact
mullerdm@gmail.com

Latest Updates

Introduction to our research on oversubscription planning – OSP

Oversubscription planning (D. Smith, 2004), also referred to as OSP, deals with achieving a state with a high utility value, given a budget on total action cost. This formulation allows us to handle situations with under-constrained resources, which do not allow us to achieve all possible goal facts. OSP objective differs from classical planning objective, […]

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Check out our paper in ICAPS 2018

Our paper on Value Driven Landmarks for Oversubscription Planning is presented in the International Conference on Automated Planning and Scheduling  – ICAPS 2018 Oversubscription planning is the problem of choosing an action sequence which reaches a state with a high utility, given a budget for total action cost. Most previous work on oversubscription planning was restricted to […]

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