Search Results for author: Zexi Lin

Found 2 papers, 1 papers with code

Non-zero-sum Game Control for Multi-vehicle Driving via Reinforcement Learning

1 code implementation8 Feb 2023 Xujie Song, Zexi Lin

In summary, we propose a non-zero-sum game framework for modeling multi-vehicle driving, provide an effective way to solve the Nash equilibrium driving strategy, and validate at non-signalized intersections.

Model-based Reinforcement Learning reinforcement-learning +1

Laziness, Barren Plateau, and Noise in Machine Learning

no code implementations19 Jun 2022 Junyu Liu, Zexi Lin, Liang Jiang

We discuss the difference between laziness and \emph{barren plateau} in quantum machine learning created by quantum physicists in \cite{mcclean2018barren} for the flatness of the loss function landscape during gradient descent.

BIG-bench Machine Learning Quantum Machine Learning

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