Mykel J. Kochenderfer
Stanford University(US)
Publications by Year
Research Areas
Autonomous Vehicle Technology and Safety, Reinforcement Learning in Robotics, Air Traffic Management and Optimization, Adversarial Robustness in Machine Learning, Robotic Path Planning Algorithms
Most-Cited Works
- → Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks(2017)1,622 cited
- → Cooperative Multi-agent Control Using Deep Reinforcement Learning(2017)862 cited
- → The Marabou Framework for Verification and Analysis of Deep Neural Networks(2019)471 cited
- → Imitating driver behavior with generative adversarial networks(2017)433 cited
- → Decision Making Under Uncertainty(2015)369 cited
- Decision Making Under Uncertainty: Theory and Application(2015)
- → Combining Planning and Deep Reinforcement Learning in Tactical Decision Making for Autonomous Driving(2019)296 cited
- → Personalizing exoskeleton assistance while walking in the real world(2022)284 cited
- → Analysis of Recurrent Neural Networks for Probabilistic Modeling of Driver Behavior(2016)267 cited
- → Policy compression for aircraft collision avoidance systems(2016)243 cited