490 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of British ColumbiaCA9 papers
- Herzberg Institute of AstrophysicsCA5 papers
- Space Telescope Science InstituteUS5 papers
- Université de MontréalCA5 papers
- Cornell UniversityUS4 papers
- University of MichiganUS4 papers
- American Museum of Natural HistoryUS3 papers
- Canadian Institute for Theoretical AstrophysicsCA3 papers
- Canadian Space AgencyCA3 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Goddard Space Flight CenterUS3 papers
- Johns Hopkins UniversityUS3 papers
3 papers · 1 filter
Deep Reinforcement Learning with Shallow Controllers: An Experimental Application to PID Tuning
Nathan P. Lawrence, Michael G. Forbes, Philip D. Loewen +3
Deep reinforcement learning (RL) is an optimization-driven framework for producing control strategies for general dynamical systems without explicit reliance on process models. Goo…
Robotized polarization characterization platform for free-space quantum communication optics
Youn Seok Lee, Kimia Mohammadi, Lindsay Babcock +3
We develop a polarization characterization platform for optical devices in free-space quantum communications. We demonstrate an imaging polarimeter, which analyzes both incident po…
A Meta-Reinforcement Learning Approach to Process Control
Daniel G. McClement, Nathan P. Lawrence, Philip D. Loewen +3
Meta-learning is a branch of machine learning which aims to quickly adapt models, such as neural networks, to perform new tasks by learning an underlying structure across related t…