Search Results for author: Ying-Ying Li

Found 3 papers, 2 papers with code

Distributed Reinforcement Learning for Decentralized Linear Quadratic Control: A Derivative-Free Policy Optimization Approach

1 code implementation L4DC 2020 Ying-Ying Li, Yujie Tang, Runyu Zhang, Na Li

We propose a Zero-Order Distributed Policy Optimization algorithm (ZODPO) that learns linear local controllers in a distributed fashion, leveraging the ideas of policy gradient, zero-order optimization and consensus algorithms.

Reinforcement Learning (RL)

Online Optimal Control with Linear Dynamics and Predictions: Algorithms and Regret Analysis

1 code implementation NeurIPS 2019 Ying-Ying Li, Xin Chen, Na Li

In addition, we provide a fundamental limit of the dynamic regret for any online algorithms by considering linear quadratic tracking problems.

Optimization and Control

Novelty Detection Meets Collider Physics

no code implementations26 Jul 2018 Jan Hajer, Ying-Ying Li, Tao Liu, He Wang

Complementary to supervised learning, it allows to analyze data model-independently.

Clustering Novelty Detection

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