Search Results for author: Ruimin Li

Found 5 papers, 2 papers with code

A Fully Data-Driven Approach for Realistic Traffic Signal Control Using Offline Reinforcement Learning

no code implementations27 Nov 2023 Jianxiong Li, Shichao Lin, Tianyu Shi, Chujie Tian, Yu Mei, Jian Song, Xianyuan Zhan, Ruimin Li

Specifically, we combine well-established traffic flow theory with machine learning to construct a reward inference model to infer the reward signals from coarse-grained traffic data.

Offline RL Reinforcement Learning (RL)

TraffNet: Learning Causality of Traffic Generation for What-if Prediction

1 code implementation28 Mar 2023 Ming Xu, Qiang Ai, Ruimin Li, Yunyi Ma, Geqi Qi, Xiangfu Meng, Haibo Jin

Real-time what-if traffic prediction is crucial for decision making in intelligent traffic management and control.

Decision Making Management +1

Serial-parallel Multi-Scale Feature Fusion for Anatomy-Oriented Hand Joint Detection

no code implementations19 Feb 2021 Bin Li, Hong Fu, Ruimin Li, Wendi Wang

Accurate hand joints detection from images is a fundamental topic which is essential for many applications in computer vision and human computer interaction.

Anatomy

A Dynamic Model for Traffic Flow Prediction Using Improved DRN

no code implementations2 May 2018 Zeren Tan, Ruimin Li

In our research, we improve the Deep Residual Network and build a dynamic model which previous researchers hardly use.

Management

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