AVL North America

PEI Intern - Research Scientist - Optimization & AI

Job Location US-MI-Plymouth
Posted Date 3 weeks ago(3/1/2018 11:00 AM)


The Research Scientist - Optimization and AI will support R&D projects related to the development of simulation techniques for ADAS, Connected Vehicle & Powertrain Systems. The scientist will use optimal control theory and machine learning techniques to develop strategy around complex systems interactions and multi-agent collaboration. The scientist will also support the coding of tradeoff and optimization tools for fuel economy and emissions compliance.




Use Matlab/Python to:

- Develop Dynamic Programming / exact optimization algorithms to generate optimal control strategies for hybrids systems

- Develop adaptive control algorithm using reinforcement learning, deep learning techniques

- Deploy and test control algorithm within powertrain and vehicle traffic simulation models

- Develop tradeoff and optimization algorithms and tools applied to CAFE compliance optimization



Computer Science Major (CS) - with following skills:


Knowledge of Python, Matlab
Knowledge of Optimization & Control Theory, Model Predictive Control
Experience with Machine Learning, Deep Learning, Reinforcement Learning, multi-agent systems, Bayesian methods
Knowledge of Modeling complex systems using Physics-based and data driven approaches
Experience in simulation techniques
Very fast learner


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