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@BIT-MCS

BIT-MCS

Mobile Crowdsensing Research at Beijing Institute of Technology, supervised by Professor Chi (Harold) Liu

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  1. DRL-EC3 DRL-EC3 Public

    [JSAC 2018] Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach

    Python 89 20

  2. GCRL-min-AoI GCRL-min-AoI Public

    [INFOCOM 2022] AoI-minimal UAV Crowdsensing by Model-based Graph Convolutional Reinforcement Learning

    Python 48 8

  3. DRL-eFresh DRL-eFresh Public

    [TMC 2023] Delay-Sensitive Energy-Efficient UAV Crowdsensing by Deep Reinforcement Learning

    Python 40 3

  4. Cadre Cadre Public

    [AAAI 2022] CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-based Autonomous Urban Driving

    Python 28 2

  5. e-Divert e-Divert Public

    [TMC 2021] Distributed and Energy-Efficient Mobile Crowdsensing with Charging Stations by Deep Reinforcement Learning

    Python 25 3

  6. human_drone_SC human_drone_SC Public

    [ICDE 2022] Human-Drone Collaborative Spatial Crowdsourcing by Memory-Augmented Distributed Multi-Agent Deep Reinforcement Learning

    Python 23 3

Repositories

Showing 10 of 19 repositories
  • BIT-MCS/MADRL-PosVCS’s past year of commit activity
    Python 3 0 0 0 Updated May 7, 2024
  • DRL-EC3 Public

    [JSAC 2018] Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach

    BIT-MCS/DRL-EC3’s past year of commit activity
    Python 89 MIT 20 3 1 Updated Mar 7, 2024
  • DRL-UCS-AoI-Threshold Public

    [ToN 2024] Ensuring Threshold AoI for UAV-assisted Mobile Crowdsensing by Multi-Agent Deep Reinforcement Learning with Transformer

    BIT-MCS/DRL-UCS-AoI-Threshold’s past year of commit activity
    Python 21 GPL-3.0 1 0 0 Updated Jan 23, 2024
  • Cadre Public

    [AAAI 2022] CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-based Autonomous Urban Driving

    BIT-MCS/Cadre’s past year of commit activity
    Python 28 MIT 2 2 0 Updated Nov 6, 2023
  • GCRL-min-AoI Public

    [INFOCOM 2022] AoI-minimal UAV Crowdsensing by Model-based Graph Convolutional Reinforcement Learning

    BIT-MCS/GCRL-min-AoI’s past year of commit activity
    Python 48 MIT 8 2 0 Updated Apr 18, 2023
  • hi-MADRL Public

    [ICDE 2023] Exploring both Individuality and Cooperation for Air-Ground Spatial Crowdsourcing by Multi-Agent Deep Reinforcement Learning

    BIT-MCS/hi-MADRL’s past year of commit activity
    HTML 18 2 1 0 Updated Nov 30, 2022
  • DRL-DisasterVC Public

    [KDD 2021] Energy-Efficient 3D Vehicular Crowdsourcing for Disaster Response by Distributed Deep Reinforcement Learning

    BIT-MCS/DRL-DisasterVC’s past year of commit activity
    Python 14 3 1 0 Updated May 18, 2022
  • Edics Public

    [JSAC 2019] Energy-Efficient Distributed Mobile Crowd Sensing: A Deep Learning Approach

    BIT-MCS/Edics’s past year of commit activity
    Python 13 MIT 2 0 0 Updated May 16, 2022
  • DRL-eFresh Public

    [TMC 2023] Delay-Sensitive Energy-Efficient UAV Crowdsensing by Deep Reinforcement Learning

    BIT-MCS/DRL-eFresh’s past year of commit activity
    Python 40 MIT 3 0 0 Updated May 16, 2022
  • DRL-freshMCS Public

    [INFOCOM 2021] Mobile Crowdsensing for Data Freshness: A Deep Reinforcement Learning Approach

    BIT-MCS/DRL-freshMCS’s past year of commit activity
    Python 14 MIT 2 0 0 Updated May 16, 2022

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