Simultaneous Navigation and Radio Mapping for Cellular-Connected UAV
with Deep Reinforcement Learning

Simultaneous Navigation and Radio Mapping for Cellular-Connected UAV with Deep Reinforcement Learning

17 March 2020

Papers citing "Simultaneous Navigation and Radio Mapping for Cellular-Connected UAV with Deep Reinforcement Learning"

12 / 12 papers shown

Title
UAV Path Planning for Wireless Data Harvesting: A Deep Reinforcement Learning Approach Harald Bayerlein Mirco Theile Marco Caccamo David Gesbert 37 56 0 01 Jul 2020
Online Deep Reinforcement Learning for Autonomous UAV Navigation and Exploration of Outdoor Environments Bruna G. Maciel-Pearson Letizia Marchegiani S. Akçay Amir Atapour-Abarghouei James Garforth T. Breckon 27 30 0 11 Dec 2019
Placement Optimization of Aerial Base Stations with Deep Reinforcement Learning Jin Qiu Jiangbin Lyu Liqun Fu 31 28 0 19 Nov 2019
Reinforcement Learning-Based Trajectory Design for the Aerial Base Stations Behzad Khamidehi E. Sousa 19 23 0 23 Jun 2019
Path Design for Cellular-Connected UAV with Reinforcement Learning Yong Zeng Xiaoli Xu 42 54 0 09 May 2019
Applications of Deep Reinforcement Learning in Communications and Networking: A Survey Nguyen Cong Luong D. Hoang Shimin Gong Dusit Niyato Ping Wang Ying-Chang Liang Dong In Kim OffRL 74 1,428 0 18 Oct 2018
Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks Yasar Sinan Nasir Dongning Guo 36 464 0 01 Aug 2018
Cellular-Connected UAVs over 5G: Deep Reinforcement Learning for Interference Management Ursula Challita Walid Saad C. Bettstetter 46 294 0 16 Jan 2018
Rainbow: Combining Improvements in Deep Reinforcement Learning Matteo Hessel Joseph Modayil H. V. Hasselt Tom Schaul Georg Ostrovski Will Dabney Dan Horgan Bilal Piot M. G. Azar David Silver OffRL 94 2,255 0 06 Oct 2017
Dueling Network Architectures for Deep Reinforcement Learning Ziyun Wang Tom Schaul Matteo Hessel H. V. Hasselt Marc Lanctot Nando de Freitas OffRL 56 3,742 0 20 Nov 2015
Prioritized Experience Replay Tom Schaul John Quan Ioannis Antonoglou David Silver OffRL 195 3,777 0 18 Nov 2015
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 125 7,590 0 22 Sep 2015