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go_chuck

铁虫 (小有名气)

应助: 0 (幼儿园)
金币: 50.2
帖子: 175
在线: 2.1小时
虫号: 27217747
注册: 2021-09-09
性别: GG
专业: 控制理论与方法

postdoc

密西西比州立大学招收全奖博士生。专业领域为：强化学习，robotic planning，控制理论，数值优化以及机器人。请有意申请的学生阅读以下描述，有问题请联系 csun@ae.msstate.edu

This project is about multiagent planning and decision-making with only imperfect/ partial information using AI/ ML approaches, such as multiagent reinforcement learning (MARL) and game-theoretic Monte Carlo Tree search (MCTS).
I am looking for graduate students/ postdoc.
Required qualifications and skills:
A. Prior research experience/ publications in (multiagent) reinforcement learning, game theory, decision-making under uncertainty, robotic planning (e.g., MCTS), and robotic hardware.
B. Good mathematical and statistical background, in dynamic programming, numerical optimization, probabilistic inference, etc.
Strong coding skills (e.g., Python).
C. If you are interested, please contact Dr. Chuangchuang Sun at csun@ae.msstate.edu

About the PI. Dr. Chuangchuang Sun is an assistant professor in the aerospace engineering department since August 2021. Prior to that, he was a postdoctoral associate in the Department of aeronautics and astronautics at MIT. He received his Ph.D. in August 2018 from the Ohio State University and a B.S. degree from Beihang University, China in 2013, both in Aerospace Engineering. His work has been published on top journals and conferences in the areas of Control/optimization, robotics, and machine learning, including, Automatica, SIAM journal on control and optimization, Transactions on Robotics, Transactions on Control of Network Systems, Journal of Guidance, Control, and Dynamics, International Conference on Machine Learning, ICRA/IROS, CDC/ACC.

About the University/Department. Mississippi State is classified as "R1: Doctoral Universities – Very high research activity" in the Carnegie Classification of Institutions of Higher Education as of the 2019 update. The PI/department work closely with Raspet Flight Research Laboratory, the Center for Advanced Vehicular Systems and the High Performance Computing Collaboratory. MSU is the lead organization for the Federal Aviation Administration (FAA) center of excellence known as the Alliance for System Safety of UAS through Research Excellence. In alliance with Raspet, the PI has access to the Autonomous Systems Research Laboratory, an indoor arena for experimentation involving autonomous aerial and ground mobile agents.

Contact. Interested candidates should apply through MSU’s graduate school (https://www.grad.msstate.edu); Check the required tests there. Please also send a copy of your CV, transcripts, and statements to Dr. Sun at csun@ae.msstate.edu.

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