AI Research: ALMANACS

AI Research: ALMANACS
Web Development: Inklings

Web Development: Inklings
Machine Learning: Audiodharma Semanticity

Machine Learning: Audiodharma Semanticity

Competitions & Awards

Featured
$10k Prize in ARC’s Eliciting Latent Knowledge Competition
$10k Prize in ARC’s Eliciting Latent Knowledge Competition

Devising conceptual strategies to train AI systems to report their knowledge truthfully

2nd Place in CHAI’s 2021 MineRL BASALT Competition
2nd Place in CHAI’s 2021 MineRL BASALT Competition

Training Minecraft agents to solve human-evaluated complex tasks using imitation learning

Publications

Google Scholar

Artificial Intelligence

  • Mills, Edmund, Su, Shiye, Russell, Stuart, Emmons, Scott. "ALMANACS: A Simulatability Benchmark for Language Model Explainability." arXiv preprint arXiv:2312.12747 (2023).

  • Shah, Rohin, Wang, Steven H, Wild, Cody, Milani, Stephanie, Kanervisto, Anssi, Goecks, Vinicius G, Waytowich, Nicholas, Watkins-Valls, David, Prakash, Bharat, Mills, Edmund, et al. "Retrospective on the 2021 MineRL BASALT Competition on Learning from Human Feedback." NeurIPS 2021 Competitions and Demonstrations Track, 259-272 (2022). PMLR.

Materials Science

  • Mills, Edmund M, Kim, Sangtae. "The Rate-Dependence of Supercapacitor Performance: Quantitative Evaluation Using Peukert’s Constant." Journal of The Electrochemical Society 167, no. 13 (2020): 130506. IOP Publishing.

  • Mills, Edmund Martin, Kim, Sangtae. "Determination of Peukert’s constant using impedance spectroscopy: application to supercapacitors." The Journal of Physical Chemistry Letters 7, no. 24 (2016): 5101-5104. ACS Publications.

  • Min, Bok Ki, Kim, Seong K, Kim, Seong Ho, Kang, Min-A, Noothongkaew, Suttinart, Mills, Edmund M, Song, Wooseok, Myung, Sung, Lim, Jongsun, Kim, Sangtae, et al. "AC-Impedance Spectroscopic Analysis on the Charge Transport in CVD-Grown Graphene Devices with Chemically Modified Substrates." ACS Applied Materials & Interfaces 8, no. 41 (2016): 27421-27425. ACS Publications.

  • Seo, Keumyoung, Lim, Taekyung, Mills, Edmund M, Kim, Sangtae, Ju, Sanghyun. "Hydrogen generation enhanced by nano-forest structures." RSC advances 6, no. 16 (2016): 12953-12958. Royal Society of Chemistry.

  • Mills, Edmund M, Kleine-Boymann, Matthias, Janek, Juergen, Yang, Hao, Browning, Nigel D, Takamura, Yayoi, Kim, Sangtae. "YSZ thin films with minimized grain boundary resistivity." Physical Chemistry Chemical Physics 18, no. 15 (2016): 10486-10491. Royal Society of Chemistry.

  • Mills, Edmund M, Min, Bok Ki, Kim, Seong K, Kim, Seong Jun, Kang, Min-A, Song, Wooseok, Myung, Sung, Lim, Jongsun, An, Ki-Seok, Jung, Jongwan, et al. "Direct determination of field emission across the heterojunctions in a ZnO/graphene thin-film barristor." ACS Applied Materials & Interfaces 7, no. 33 (2015): 18300-18305. ACS Publications.

  • Lim, Taekyung, Bong, Jihye, Mills, Edmund M, Kim, Sangtae, Ju, Sanghyun. "Highly stable operation of metal oxide nanowire transistors in ambient humidity, water, blood, and oxygen." ACS Applied Materials & Interfaces 7, no. 30 (2015): 16296-16302. ACS Publications..

Dissertation

  • Mills, Edmund. Characterization of the electrical properties of interfaces by impedance spectroscopy for clean energy devices. University of California, Davis (2016).