Below is a list of relevant preprints, publications, and reports. Much of my work is proprietary, and the below is only a snapshot. Works are ordered by student status or employment; more recent works are at the top of the list. For complete details about these publications, including co-authors and citation examples, please see my Google Scholar profile.

Key: ■︎ Preprints, ■︎ Publications, ■︎ Reports

Post-Graduate

■︎ 13. Behavioral differences in mode-switching exploration for reinforcement learning
Links: [Publication] • [Open Review] • [GitHub] • [Poster]
Venue: International Conference on Learning Representations (ICLR) Blogpost Track 2024
Notes: Completed during postdoc at AFRL.
Highlights: Attended during my honeymoon!

■︎ 12. Practical applications of behaviour suite for reinforcement learning
Links: [Publication] • [Open Review] • [GitHub] • [Poster]
Venue: International Conference on Learning Representations (ICLR) Blogpost Track 2023
Notes: Completed during postdoc at AFRL.
Highlights: All reviewer scores were positive – 7/8/6/7.

Graduate

■︎ 11. Optimal parameter estimation of biological systems through deep reinforcement learning
Links: [Publication] • [GitHub] • [Poster]
Venue: International Conference on Machine Learning and Applications (ICMLA) 2024.
Notes: Material originally left out of my PhD thesis. Mostly completed as a student at UMN.

■︎ 10. Bayesian sequential optimal experimental design for inverse problems using deep reinforcement learning
Links: [Report] • [Slides]
Venue: UMN Digital Conservancy
Notes: UMN PhD thesis. See above and below publications for relevant code.

■︎ 9. Bayesian sequential optimal experimental design for linear regression with reinforcement learning
Links: [Publication] • [GitHub] • [Poster]
Venue: International Conference on Machine Learning and Applications (ICMLA) 2022.
Notes: Material from my Master’s thesis. Completed as a student at UMN.

■︎ 8. On Solving the 2-dimensional greedy shooter problem for UAVs
Links: [Report] • [GitHub]
Notes: Resultant work from the 2019 AFRL Scholars Program. Completed as student at UMN.

Undergraduate

■︎ 7. Existence of \(\small k\)-normal elements in finite field extensions
Links: [Report] • [Poster] • [Slides]
Notes: Completed mostly as a student during the 2014 Penn State MASS Program.
Highlights: Formed the basis for a winning NSF GRFP Fellowship worth $138K. Won an outstanding poster presentation at the 2016 JMM.

■︎ 6. Power dissipation in fractal AC circuits
Links: [Publication] • [Poster] • [Slides]
Venue: Journal of Physics A: Mathematical and Theoretical
Notes: Completed during the 2015 University of Connecticut Mathematics REU.

■︎ 5. Maximual bullets of a 3-generated monoid where \(\small \omega(n_1) > \omega(n_3)\)
Links: [Report] • [Poster] • [Presentation]
Notes: Completed during the 2014 Sam Houston State University REU.

■︎ 4. The edge Grundy numbers of \(\small P_3 \square P_N\) and \(\small P_3 \square C_N\)
Links: [Publication]
Venue: International Journal of Mathematics and Computer Science (IJMCS)
Notes: Completed as a student at NDSU. Resultant work from the 2013 Auburn Mathematics REU.

■︎ 3. The edge Grundy numbers of some graphs
Links: [Publication]
Venue: International Journal of Mathematics and Computer Science (IJMCS)
Notes: Completed during the 2013 Auburn Mathematics REU.

■︎ 2. On a 3-uniform hypergraph coloring problem in the integers
Links: [Publication] • [Slides]
Venue: Geombinatorics
Notes: Completed during the 2013 Auburn Mathematics REU.

■︎ 1. Constructively coloring the line
Links: [Publication] • [Poster]
Venue: Geombinatorics
Notes: Completed during the 2013 Auburn Mathematics REU. Formed the basis of my winning 2014 Goldwater Scholarship essay worth $15K.\