Search Results for author: Tao Ren

Found 10 papers, 1 papers with code

Deep Reinforcement Learning for Solving Management Problems: Towards A Large Management Mode

no code implementations1 Mar 2024 Jinyang Jiang, Xiaotian Liu, Tao Ren, Qinghao Wang, Yi Zheng, Yufu Du, Yijie Peng, Cheng Zhang

We introduce a deep reinforcement learning (DRL) approach for solving management problems including inventory management, dynamic pricing, and recommendation.

Decision Making Management

RiskMiner: Discovering Formulaic Alphas via Risk Seeking Monte Carlo Tree Search

no code implementations11 Feb 2024 Tao Ren, Ruihan Zhou, Jinyang Jiang, Jiafeng Liang, Qinghao Wang, Yijie Peng

Existing alpha mining only employs the neural network agent, unable to utilize the structural information of the solution space.

NID-SLAM: Neural Implicit Representation-based RGB-D SLAM in dynamic environments

no code implementations2 Jan 2024 Ziheng Xu, Jianwei Niu, Qingfeng Li, Tao Ren, Chen Chen

In this paper we present NID-SLAM, which significantly improves the performance of neural SLAM in dynamic environments.

A New Weighted Food CPI from Scanner Big Data in China

no code implementations6 Oct 2023 Zhenkun Zhou, Zikun Song, Tao Ren

Scanner big data has potential to construct Consumer Price Index (CPI).

RED: A Systematic Real-Time Scheduling Approach for Robotic Environmental Dynamics

no code implementations29 Aug 2023 Zexin Li, Tao Ren, Xiaoxi He, Cong Liu

This process ensures the scheduling framework's compatibility with MIMONet and maximizes efficiency.

Navigate Scheduling

Predicting China's CPI by Scanner Big Data

no code implementations30 Nov 2022 Zhenkun Zhou, Zikun Song, Tao Ren

Scanner big data has potential to construct Consumer Price Index (CPI).

Time Series Time Series Analysis

An End-to-end Method for Producing Scanning-robust Stylized QR Codes

no code implementations16 Nov 2020 Hao Su, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Ji Wan, Mingliang Xu, Tao Ren

Quick Response (QR) code is one of the most worldwide used two-dimensional codes.~Traditional QR codes appear as random collections of black-and-white modules that lack visual semantics and aesthetic elements, which inspires the recent works to beautify the appearances of QR codes.

Style Transfer

A New Unified Deep Learning Approach with Decomposition-Reconstruction-Ensemble Framework for Time Series Forecasting

no code implementations22 Feb 2020 Guowei Zhang, Tao Ren, Yifan Yang

A new variational mode decomposition (VMD) based deep learning approach is proposed in this paper for time series forecasting problem.

Time Series Time Series Forecasting

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