Sotabase

Career

· Senior Research Scientist, Waymo2020–
· Research Engineer, Element AI2019–2020
· Deep Learning Engineer, OSARO2017–2019
· Machine Learning Intern, Datmo2016–2016
· Graduate Research Assistant, Stanford University2016–2017
· Google Summer Of Code, Student Open Source Developer, Google2015–2015
· Undergraduate Researcher, Carnegie Mellon University2014–2014
· Student Intern, JPL (NASA's Jet Propulsion Laboratory)2013–2014
· Research Assistant, Occidental College2013–2013
· Bachelor’s Degree, Major: Cognitive Science, Minor: Computer Science, Occidental College2012–2015

Publications (0)

Imitating driver behavior with generative adversarial networks
2017 IEEE Intelligent Vehicles Symposium (IV) · 2017
433
cited
Modeling Human Driving Behavior Through Generative Adversarial Imitation Learning
2020
130
cited
Multi-Agent Imitation Learning for Driving Simulation
IEEE/RJS International Conference on Intelligent RObots and Systems · 2018
130
cited
The Waymo Open Sim Agents Challenge
Neural Information Processing Systems · 2023
92
cited
Symphony: Learning Realistic and Diverse Agents for Autonomous Driving Simulation
IEEE International Conference on Robotics and Automation · 2022
80
cited
Hierarchical Model-Based Imitation Learning for Planning in Autonomous Driving
IEEE/RJS International Conference on Intelligent RObots and Systems · 2022
69
cited
Burn-In Demonstrations for Multi-Modal Imitation Learning
Adaptive Agents and Multi-Agent Systems · 2017
26
cited
Deep View Morphing
Computer Vision and Pattern Recognition · 2017
21
cited
Depth by Poking: Learning to Estimate Depth from Self-Supervised Grasping
2020
6
cited
Merging Recurrence and Inception-Like Convolution for Sentiment Analysis
2016
3
cited
Classifying Non-manual Markers in American Sign Language
2015
2
cited
Attentional Scene Classification with Human Eye Movements
1
cited
Geometric Concept Acquisition in a Dueling Deep Q-Network
Annual Meeting of the Cognitive Science Society · 2017
1
cited
Geometric Concept Acquisition by Deep Reinforcement Learning
2016
The Optimal Locations for Solar Power Investment in Arizona
2015
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