Search Results for author: Liping Bai

Found 4 papers, 3 papers with code

Accelerate Reinforcement Learning with PID Controllers in the Pendulum Simulations

1 code implementation3 Oct 2022 Liping Bai

We propose a Proportional Integral Derivative (PID) controller-based coaching scheme to expedite reinforcement learning (RL).

reinforcement-learning Reinforcement Learning (RL)

GNN-PMB: A Simple but Effective Online 3D Multi-Object Tracker without Bells and Whistles

1 code implementation21 Jun 2022 Jianan Liu, Liping Bai, Yuxuan Xia, Tao Huang, Bing Zhu, Qing-Long Han

The global nearest neighbor (GNN) filter, as the earliest random vector-based Bayesian tracking framework, has been adopted in most of state-of-the-arts trackers in the automotive industry.

Autonomous Driving Multi-Object Tracking

Deep Instance Segmentation with Automotive Radar Detection Points

no code implementations5 Oct 2021 Jianan Liu, Weiyi Xiong, Liping Bai, Yuxuan Xia, Tao Huang, Wanli Ouyang, Bing Zhu

Automotive radar provides reliable environmental perception in all-weather conditions with affordable cost, but it hardly supplies semantic and geometry information due to the sparsity of radar detection points.

Autonomous Driving Clustering +3

Multiagent Reinforcement Learning based Energy Beamforming Control

1 code implementation15 Jun 2020 Liping Bai, Zhongqiang Pang

Ultra low power devices make far-field wireless power transfer a viable option for energy delivery despite the exponential attenuation.

reinforcement-learning Reinforcement Learning (RL)

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