Autonomy Intelligence Lab At Northeastern University Research

NEURAL

NEURAL Our research lies at the intersection of robotics, deep learning, and control theory, with the goal of developing certifiable learning machines. this means creating robots that discover how to do cool behaviors – with guarantees on safety, reliability, and efficiency. This lab leverages emerging technologies in computational, cognitive, and behavioral science to better understand, support, and evaluate human development — including research around children and adults on the autism spectrum.

NEURAL

NEURAL Gitlab.comautonomy and intelligence lab at northeasterngitlab.com. Northeastern autonomy & intelligence laboratory has 8 repositories available. follow their code on github. Learning based methods could provide solutions to many of the long standing challenges in control and autonomy. however, the neural networks (nns) commonly used in modern learning approaches present substantial challenges for analyzing the resulting systems’ safety properties. Working together on critical, life changing research. the khoury college and northeastern research community collaborates on many projects and in a wide range of research areas. we encourage you to get involved in a lab or group in your discipline — and join us for the next great discovery.

NEURAL

NEURAL Learning based methods could provide solutions to many of the long standing challenges in control and autonomy. however, the neural networks (nns) commonly used in modern learning approaches present substantial challenges for analyzing the resulting systems’ safety properties. Working together on critical, life changing research. the khoury college and northeastern research community collaborates on many projects and in a wide range of research areas. we encourage you to get involved in a lab or group in your discipline — and join us for the next great discovery. Assistant professor, department of electrical & computer engineering and khoury college of computer sciences. This lab develops new algorithms that expand the capabilities of robots, boosting autonomy, safety, and efficiency, and introducing new applications. with a focus on built for human environments, our work maximizes the effectiveness of robots in real world settings. Also presented in 1st workshop on formal verification of machine learning, icml 2022. michael everett*, björn lütjens*, jonathan p. how. xiaoyi cai, michael everett, jonathan fink, jonathan p. how. andrea tagliabue, dong ki kim, michael everett, jonathan p. how. Our research advances the mathematical and algorithmic foundations of trustworthy autonomy. our goal is to enable safe, reliable, and intelligent autonomy on land, sea, air, and space.

NEURAL

NEURAL Assistant professor, department of electrical & computer engineering and khoury college of computer sciences. This lab develops new algorithms that expand the capabilities of robots, boosting autonomy, safety, and efficiency, and introducing new applications. with a focus on built for human environments, our work maximizes the effectiveness of robots in real world settings. Also presented in 1st workshop on formal verification of machine learning, icml 2022. michael everett*, björn lütjens*, jonathan p. how. xiaoyi cai, michael everett, jonathan fink, jonathan p. how. andrea tagliabue, dong ki kim, michael everett, jonathan p. how. Our research advances the mathematical and algorithmic foundations of trustworthy autonomy. our goal is to enable safe, reliable, and intelligent autonomy on land, sea, air, and space.

NEURAL

NEURAL Also presented in 1st workshop on formal verification of machine learning, icml 2022. michael everett*, björn lütjens*, jonathan p. how. xiaoyi cai, michael everett, jonathan fink, jonathan p. how. andrea tagliabue, dong ki kim, michael everett, jonathan p. how. Our research advances the mathematical and algorithmic foundations of trustworthy autonomy. our goal is to enable safe, reliable, and intelligent autonomy on land, sea, air, and space.

NEURAL

NEURAL

An overview of one of our research at the Augmented Cognition Lab at Northeastern University