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    19 repositories

    • MADRL-PosVCS

      Public
      Python
      •0•6•0•0•Updated May 7, 2024May 7, 2024

    • DRL-EC3

      Public
      [JSAC 2018] Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach
      Python
      •
      MIT License
      •21•98•3•1•Updated Mar 7, 2024Mar 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
      Python
      •
      GNU General Public License v3.0
      •1•25•0•0•Updated Jan 23, 2024Jan 23, 2024

    • Cadre

      Public
      [AAAI 2022] CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-based Autonomous Urban Driving
      Python
      •
      MIT License
      •2•28•2•0•Updated Nov 6, 2023Nov 6, 2023

    • GCRL-min-AoI

      Public
      [INFOCOM 2022] AoI-minimal UAV Crowdsensing by Model-based Graph Convolutional Reinforcement Learning
      Python
      •
      MIT License
      •8•49•2•0•Updated Apr 18, 2023Apr 18, 2023

    • hi-MADRL

      Public
      [ICDE 2023] Exploring both Individuality and Cooperation for Air-Ground Spatial Crowdsourcing by Multi-Agent Deep Reinforcement Learning
      HTML
      •2•18•1•0•Updated Nov 30, 2022Nov 30, 2022

    • DRL-DisasterVC

      Public
      [KDD 2021] Energy-Efficient 3D Vehicular Crowdsourcing for Disaster Response by Distributed Deep Reinforcement Learning
      Python
      •3•14•1•0•Updated May 18, 2022May 18, 2022

    • Edics

      Public
      [JSAC 2019] Energy-Efficient Distributed Mobile Crowd Sensing: A Deep Learning Approach
      Python
      •
      MIT License
      •2•13•0•0•Updated May 16, 2022May 16, 2022

    • DRL-eFresh

      Public
      [TMC 2023] Delay-Sensitive Energy-Efficient UAV Crowdsensing by Deep Reinforcement Learning
      Python
      •
      MIT License
      •3•46•0•0•Updated May 16, 2022May 16, 2022

    • DRL-freshMCS

      Public
      [INFOCOM 2021] Mobile Crowdsensing for Data Freshness: A Deep Reinforcement Learning Approach
      Python
      •
      MIT License
      •2•14•0•0•Updated May 16, 2022May 16, 2022

    • DRL-MTVCS

      Public
      [INFOCOM 2020] Multi-Task-Oriented Vehicular Crowdsensing: A Deep Learning Approach
      Python
      •
      MIT License
      •0•14•0•0•Updated May 16, 2022May 16, 2022

    • e-Divert

      Public
      [TMC 2021] Distributed and Energy-Efficient Mobile Crowdsensing with Charging Stations by Deep Reinforcement Learning
      Python
      •
      MIT License
      •3•26•0•0•Updated May 16, 2022May 16, 2022

    • DRL-CEWS

      Public
      [ICDE 2020] Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning Approach
      Python
      •1•16•0•0•Updated May 16, 2022May 16, 2022

    • human_drone_SC

      Public
      [ICDE 2022] Human-Drone Collaborative Spatial Crowdsourcing by Memory-Augmented Distributed Multi-Agent Deep Reinforcement Learning
      Python
      •4•24•2•0•Updated May 16, 2022May 16, 2022

    • AttConvLSTM

      Public
      [ICDE 2021] Modeling Citywide Crowd Flows using Attentive Convolutional LSTM
      Python
      •0•5•0•0•Updated May 16, 2022May 16, 2022

    • jPPO-ConvNTM

      Public
      [INFOCOM 2020] Energy-Efficient UAV Crowdsensing with Multiple Charging Stations by Deep Learning
      Python
      •1•16•0•0•Updated May 16, 2022May 16, 2022

    • SIMS

      Public
      [TNSE 2021] Modeling User Interests With Online Social Network Influence by Memory Augmented Sequence Learning
      Python
      •1•1•0•0•Updated May 16, 2022May 16, 2022

    • Time-Aware-Location-Prediction

      Public
      [TKDE 2022] Time-Aware Location Prediction by Convolutional Area-of-Interest Modeling and Memory-Augmented Attentive LSTM
      Python
      •1•5•0•0•Updated May 16, 2022May 16, 2022

    • DRL-SIM

      Public
      [TITS 2021] Social-aware incentive mechanism for vehicular crowdsensing by deep reinforcement learning
      Python
      •0•16•0•0•Updated May 15, 2022May 15, 2022