A Transfer Learning Approach for UAV Path Design with Connectivity Outage Constraint

7 November 2022

Papers citing "A Transfer Learning Approach for UAV Path Design with Connectivity Outage Constraint"

11 / 11 papers shown

Title
Learning-Based UAV Trajectory Optimization with Collision Avoidance and Connectivity Constraints Xueyuan Wang M. C. Gursoy 51 23 0 03 Apr 2021
Transfer Learning in Deep Reinforcement Learning: A Survey Zhuangdi Zhu Kaixiang Lin Anil K. Jain Jiayu Zhou OffRL LRM 110 596 0 16 Sep 2020
Federated Learning for Cellular-connected UAVs: Radio Mapping and Path Planning Behzad Khamidehi E. Sousa 29 17 0 23 Aug 2020
Simultaneous Navigation and Radio Mapping for Cellular-Connected UAV with Deep Reinforcement Learning Yong Zeng Xiaoli Xu Shi Jin Rui Zhang 58 168 0 17 Mar 2020
A Double Q-Learning Approach for Navigation of Aerial Vehicles with Connectivity Constraint Behzad Khamidehi E. Sousa 28 16 0 24 Feb 2020
Placement Optimization of Aerial Base Stations with Deep Reinforcement Learning Jin Qiu Jiangbin Lyu Liqun Fu 60 29 0 19 Nov 2019
Connectivity-Aware UAV Path Planning with Aerial Coverage Maps Hongyu Yang Jun Zhang Shenghui Song Khaled B. Letaief 35 22 0 15 May 2019
Path Design for Cellular-Connected UAV with Reinforcement Learning Yong Zeng Xiaoli Xu 61 54 0 09 May 2019
A Lyapunov-based Approach to Safe Reinforcement Learning Yinlam Chow Ofir Nachum Edgar A. Duénez-Guzmán Mohammad Ghavamzadeh 165 508 0 20 May 2018
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
Safe Exploration of State and Action Spaces in Reinforcement Learning Javier García Fernando Fernández 103 164 0 04 Feb 2014