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Mykel J. Kochenderfer | Researchclopedia

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Mykel J. Kochenderfer

Stanford University ORCID

609

Works

12,592

Citations

50

h-index

178

i10-index

Research Topics

Autonomous Vehicle Technology and Safety Reinforcement Learning in Robotics Air Traffic Management and Optimization

Affiliations

Ames Research Center2019–2019

Vaughn College of Aeronautics and Technology2013–2025

École Polytechnique2020–2020

University of Illinois Urbana-Champaign2019–2019

Palo Alto University2020–2022

Top Works

Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks

Guy Katz,Clark Barrett,et al.

20171,625 citations

Adversarial Robustness in Machine Learning

Robotic Path Planning Algorithms

Cooperative Multi-agent Control Using Deep Reinforcement Learning

Jayesh K. Gupta,Maxim Egorov,et al.

2017862 citations

The Marabou Framework for Verification and Analysis of Deep Neural Networks

Guy Katz,Derek A. Huang,et al.

2019471 citations

Imitating driver behavior with generative adversarial networks

Alex Kuefler,Jeremy Morton,et al.

2017433 citations

Decision Making Under Uncertainty

Mykel J. Kochenderfer,Christopher Amato,et al.

2015369 citations

Decision Making Under Uncertainty: Theory and Application

Mykel J. Kochenderfer,Christopher Amato,et al.

2015308 citations

Combining Planning and Deep Reinforcement Learning in Tactical Decision Making for Autonomous Driving

Carl-Johan Hoel,Katherine Driggs-Campbell,et al.

2019297 citations

Personalizing exoskeleton assistance while walking in the real world

Patrick Slade,Mykel J. Kochenderfer,et al.

2022284 citations

Analysis of Recurrent Neural Networks for Probabilistic Modeling of Driver Behavior

Jeremy Morton,Tim A. Wheeler,et al.

2016267 citations