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Marek Petrik
Assistant Professor
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Bio
Research Interests
I am interested in robust data-driven decision making and in particular in reinforcement learning with limited data sets, risk aversion, and Bayesian models of uncertainty. My application areas include natural resource management, agriculture, and space physics. I had previously worked on applications in precision agriculture, natural resources, renewable energy management, supply chains, advertising, and others.
I am interested in robust data-driven decision making and in particular in reinforcement learning with limited data sets, risk aversion, and Bayesian models of uncertainty. My application areas include natural resource management, agriculture, and space physics. I had previously worked on applications in precision agriculture, natural resources, renewable energy management, supply chains, advertising, and others.
Papers82 papers
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NIPS 2020, (2020)
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Argall Matthew R., Small Colin, Piatt Samantha, Breen Liam,Petrik Marek, Barnum Julie, Kokkonen Kim, Larsen Kristopher,Wilder Frederick D., Oka Mitsuo,Torbert Roy B., Ergun Robert E.
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Matthew R. Argall, Colin R. Small, Samantha Piatt, Liam Breen,Marek Petrik, Kim Kokkonen, Julie Barnum, Kristopher Larsen,Frederick D. Wilder,Mitsuo Oka,William R. Paterson,Roy B. Torbert
FRONTIERS IN ASTRONOMY AND SPACE SCIENCES, (2020)
TRANSPORTATION RESEARCH RECORD, no. 8.0 (2020): 394.0-404
national conference on artificial intelligence, (2020)
Cited by1Bibtex
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ICRA, pp.2267-2274, (2019)
Reazul Hasan Russel,Marek Petrik
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019)
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ICAPS, pp.601-609, (2019)
Cited by2EIBibtex
arXiv: Learning, (2019)
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THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF AR..., pp.2338-2345, (2019)
Cited by3EIBibtex
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), (2018)
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