Personal page: <a href="http://cs.unh.edu/~mpetrik">http://cs.unh.edu/~mpetrik</a>
Courses Taught
- CS 696: Independent Study
- CS 696W: Independent Study
- CS 750/850: Machine Learning
- CS 751/851A: Reinforcement Learning
- CS 757/857: Mathematical Optimization
- CS 780/880: Top/Reinforcemnt Machine Learn
- CS 950: Advanced Machine Learning
- CS 999: Doctoral Research
- CS/MATH 757/857/757/857: Mathematical Optimization
- INCO 590: Student Research Experience
- MATH 757: Mathematical Optimization
- MATH 757/857: Mathematical Optimization
- MATH 857: Mathematical Optimization
Research Interests
- Artificial Intelligence/Cybernetics
- Optimization
Selected Publications
Behzadian, B., Garatappeh, S., & Petrik, M. (2019). Fast Feature Selection for Linear Value Function Approximation.
Ho, C. P., Petrik, M., & Wiesemann, W. (2018). Fast Bellman Updates for Robust MDPs. In INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 80 Vol. 80. Retrieved from https://www.webofscience.com/
Cserna, B., Petrik, M., Russel, R. H., & Ruml, W. (2017). Value Directed Exploration in Multi-Armed Bandits with Structured Priors.. In G. Elidan, K. Kersting, & A. Ihler (Eds.), UAI. AUAI Press. Retrieved from http://www.auai.org/uai2017/media/Booklet.pdf
