Current Doings
- xD : Emerging Technologies Fellow | responsible AI @ US Census Bureau
- Autopoiesis : Musing on natural, artificial and collective intelligence
- Washington Trails Association : Maintaining Washington state trails and outdoor public spaces
- Good Foundation Forming : Mentoring Mongolian high-school & early university STEM students
Previous Positions
- ČVUT Artificial Intelligence Center : Model-based multi-agent reinforcement learning agents for solving imperfect information games
- NIWC Pacific : Reinforcement learning algorithms that learn to cooperate in groups novel methods for analyzing radio signals & sonar; architectures for low SWaP inference
- Specific Technologies : (acquired by bioMérieux) Built models for detection and classification of microbiota using colorimetric sensor arrays
Education
- MS Georgia Institute of Technology : Computer Science (Machine Learning)
- BS UCSC : Cognitive Science (AI & Human Computer Interaction)
Projects
This is a list of notable projects and publications I’ve contributed to. Find me on github or scholar for more!
- Multi-agent Reinforcement Learning in OpenSpiel: paper, code
- Theory of Mind for Deep Reinforcement Learning in Hanabi: paper, code
- Distributed Consensus Reinforcement Learning: patent
- Intention-based Behavioral Anomaly Detection: paper
- Unsupervised Anomaly Detection for Digital Radio Frequency Transmissions: paper
- Hunting for Naval Mines with Deep Neural Networks: paper