[JSAC 2018] Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach
☆150Mar 7, 2024Updated 2 years ago
Alternatives and similar repositories for DRL-EC3
Users that are interested in DRL-EC3 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [TMC 2023] Delay-Sensitive Energy-Efficient UAV Crowdsensing by Deep Reinforcement Learning☆62May 16, 2022Updated 4 years ago
- [IEEE WCNC] Deep Reinforcement Learning for Secrecy Energy-Efficient UAV Communication with Reconfigurable Intelligent Surfaces☆179Sep 28, 2023Updated 2 years ago
- An Autonomous UAV Assisted Communication in Remote Disaster Area using Imitation Learning (Behavioral Cloning)☆21Apr 28, 2021Updated 5 years ago
- Using DDPG agent to control UAV system with energy efficiency☆16Jan 7, 2023Updated 3 years ago
- [INFOCOM 2020] Multi-Task-Oriented Vehicular Crowdsensing: A Deep Learning Approach☆16May 16, 2022Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [INFOCOM 2021] Mobile Crowdsensing for Data Freshness: A Deep Reinforcement Learning Approach☆16May 16, 2022Updated 4 years ago
- This repository contains the Python implementation of our submitted paper titled "Deep Reinforcement Learning for Joint Trajectory and Co…☆16Jun 29, 2024Updated 2 years ago
- ☆24Aug 2, 2019Updated 6 years ago
- UAV-based Cellular-Communication: Multi-Agent Deep Reinforcement Learning for Interference Management☆48Sep 27, 2023Updated 2 years ago
- ☆100Nov 15, 2023Updated 2 years ago
- [JSAC 2019] Energy-Efficient Distributed Mobile Crowd Sensing: A Deep Learning Approach☆15May 16, 2022Updated 4 years ago
- ICC 2022 submit paper code☆27Nov 24, 2023Updated 2 years ago
- created an environment of 10*10 grid and 4 UAVs to carry out coverage path planning cooperatively☆109Oct 25, 2021Updated 4 years ago
- Python implementation of DDQN multi-UAV data harvesting☆218Jan 13, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [TMC 2021] Distributed and Energy-Efficient Mobile Crowdsensing with Charging Stations by Deep Reinforcement Learning☆29May 16, 2022Updated 4 years ago
- An optimized DDPG algorithm for autonomous path planning of UAV in network-unavailable environment☆45Jun 30, 2022Updated 4 years ago
- [KDD 2021] Energy-Efficient 3D Vehicular Crowdsourcing for Disaster Response by Distributed Deep Reinforcement Learning☆19May 18, 2022Updated 4 years ago
- ☆98Apr 15, 2023Updated 3 years ago
- [INFOCOM 2022] AoI-minimal UAV Crowdsensing by Model-based Graph Convolutional Reinforcement Learning☆61Apr 18, 2023Updated 3 years ago
- path coverage algorithm for drones using reinforcement learning☆13Aug 13, 2020Updated 5 years ago
- ☆13Jul 5, 2025Updated last year
- [TITS 2021] Social-aware incentive mechanism for vehicular crowdsensing by deep reinforcement learning☆17May 15, 2022Updated 4 years ago
- ☆77Apr 28, 2022Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- secure transmission for UAV communication systems based on deep learning☆42May 31, 2021Updated 5 years ago
- Code for the paper 'Multi-Agent Reinforcement Learning in NOMA-Aided UAV Networks for Cellular Offloading'☆95Oct 10, 2022Updated 3 years ago
- The objectives is to maximize the coverage rate in a specific area.☆18Jun 30, 2021Updated 5 years ago
- Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach…☆717Updated this week
- Trajectory Optimization and Computing Offloading Strategy in UAV-Assisted MEC System☆193Jul 11, 2022Updated 4 years ago
- [ToN 2024] Ensuring Threshold AoI for UAV-assisted Mobile Crowdsensing by Multi-Agent Deep Reinforcement Learning with Transformer☆53Jan 23, 2024Updated 2 years ago
- An OpenAIGym-based framework allowing to test Delay-Aware Deep Reinforcement Learning algorithms for cooperative multi-UAV systems in ful…☆59Sep 25, 2025Updated 9 months ago
- The Python implementation of the proposed framework in the paper Evolutionary Multi-Objective Deep Reinforcement Learning for Autonomous …☆33Aug 31, 2023Updated 2 years ago
- PrecoderNet: Hybrid Beamforming for Millimeter Wave Systems with Deep Reinforcement Learning☆26Dec 26, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Repository of code for journal paper "Positioning and power optimization for UAV-assisted networks in the presence of eavesdroppers: A mu…☆20Jul 28, 2022Updated 3 years ago
- [ICDE 2022] Human-Drone Collaborative Spatial Crowdsourcing by Memory-Augmented Distributed Multi-Agent Deep Reinforcement Learning☆27May 16, 2022Updated 4 years ago
- [INFOCOM 2020] Energy-Efficient UAV Crowdsensing with Multiple Charging Stations by Deep Learning☆18May 16, 2022Updated 4 years ago
- ☆25Jan 14, 2023Updated 3 years ago
- Code implementation of "Cooperative Trajectory Design of Multiple UAV Base Stations with Heterogeneous Graph Neural Networks".☆123Mar 15, 2023Updated 3 years ago
- ☆34Oct 28, 2022Updated 3 years ago
- JOINT RESOURCE ALLOCATION AND TRAJECTORY OPTIMIZATION FOR MULTI-UAV-ASSISTED MULTI-ACCESS MOBILE EDGE COMPUTING☆35Nov 20, 2023Updated 2 years ago