Sotabase

Career

· PhD Graduate, Stanford University

Publications (32)

Adaptive Stress Testing for Autonomous Vehicles
2018 IEEE Intelligent Vehicles Symposium (IV) · 2018
212
cited
A Survey of Algorithms for Black-Box Safety Validation
Journal of Artificial Intelligence Research · 2020
197
cited
Adaptive stress testing of airborne collision avoidance systems
Symposium on Dependable Autonomic and Secure Computing · 2015
87
cited
Cyber-Physical Security: A Game Theory Model of Humans Interacting Over Control Systems
2013
78
cited
Adaptive Stress Testing: Finding Likely Failure Events with Reinforcement Learning
Journal of Artificial Intelligence Research · 2020
69
cited
Towards a bayesian network game framework for evaluating DDoS attacks and defense
2012
62
cited
Game Theoretic Modeling of Pilot Behavior During Mid-Air Encounters
2011
38
cited
Validation of Image-Based Neural Network Controllers through Adaptive Stress Testing
2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC) · 2020
38
cited
Interpretable Categorization of Heterogeneous Time Series Data
SDM · 2017
30
cited
Scalable Autonomous Vehicle Safety Validation through Dynamic Programming and Scene Decomposition
2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC) · 2020
24
cited
Neural network estimation of photovoltaic I–V curves under partially shaded conditions
2011
17
cited
Adaptive Stress Testing of Trajectory Predictions in Flight Management Systems
Symposium on Dependable Autonomic and Secure Computing · 2020
16
cited
Counter-Factual Reinforcement Learning: How to Model Decision-Makers That Anticipate the Future
2012
13
cited
An Integrated Safety and Systems Engineering Methodology for Small Unmanned Aircraft Systems
2012
12
cited
Differential Adaptive Stress Testing of Airborne Collision Avoidance Systems
2017
11
cited
Adaptive Stress Testing: Finding Failure Events with Reinforcement Learning
arXiv.org · 2018
10
cited
Using Game Theoretic Models to Predict Pilot Behavior in NextGen Merging and Landing Scenario
2012
8
cited
Adaptive Stress Testing of Safety-Critical Systems
Safe, Autonomous and Intelligent Vehicles · 2018
7
cited
Improving Trust in Deep Neural Networks with Nearest Neighbors
2020
7
cited
Adaptive Stress Testing of Trajectory Planning Systems
AIAA Scitech 2019 Forum · 2019
6
cited
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Ritchie Lee | Researcher Profile | Sotabase | Sotabase