The Emergence of Wireless MAC Protocols with Multi-Agent Reinforcement
Learning

The Emergence of Wireless MAC Protocols with Multi-Agent Reinforcement Learning

16 August 2021

Álvaro Valcarce

Papers citing "The Emergence of Wireless MAC Protocols with Multi-Agent Reinforcement Learning"

16 / 16 papers shown

Title
Learning Power Control Protocol for In-Factory 6G Subnetworks Uyoata E. Uyoata Gilberto Berardinelli Ramoni O. Adeogun 21 0 0 09 May 2025
Interference-Aware Emergent Random Access Protocol for Downlink LEO Satellite Networks Chang-Yong Lim Jihong Park Jinho D. Choi Ju-Hyung Lee Daesub Oh H. Kim 8 0 0 04 Feb 2024
Emergent Communication Protocol Learning for Task Offloading in Industrial Internet of Things Salwa Mostafa Mateus P. Mota Álvaro Valcarce M. Bennis OffRL 13 3 0 23 Jan 2024
Towards Semantic Communication Protocols for 6G: From Protocol Learning to Language-Oriented Approaches Jihong Park Seung-Woo Ko Jinho D. Choi Seong-Lyun Kim M. Bennis 31 7 0 14 Oct 2023
Task-Oriented Communication Design at Scale Arsham Mostaani T. Vu Hamed Habibi Symeon Chatzinotas Björn E. Ottersten 13 3 0 15 May 2023
Task-Effective Compression of Observations for the Centralized Control of a Multi-agent System Over Bit-Budgeted Channels Arsham Mostaani T. Vu Symeon Chatzinotas Björn E. Ottersten 23 7 0 04 Jan 2023
A Bayesian Framework for Digital Twin-Based Control, Monitoring, and Data Collection in Wireless Systems Clement Ruah Osvaldo Simeone Bashir M. Al-Hashimi 21 28 0 02 Dec 2022
Deep Reinforcement Learning for Uplink Multi-Carrier Non-Orthogonal Multiple Access Resource Allocation Using Buffer State Information Eike-Manuel Bansbach Yigit Kiyak Laurent Schmalen 17 0 0 31 Aug 2022
Fairness Based Energy-Efficient 3D Path Planning of a Portable Access Point: A Deep Reinforcement Learning Approach N. Babu I. Donevski Álvaro Valcarce P. Popovski J. J. Nielsen C. Papadias 11 12 0 10 Aug 2022
Towards Semantic Communication Protocols: A Probabilistic Logic Perspective Sejin Seo Jihong Park Seung-Woo Ko Jinho D. Choi M. Bennis Seong-Lyun Kim 22 22 0 08 Jul 2022
Learning-based Autonomous Channel Access in the Presence of Hidden Terminals Yulin Shao Yucheng Cai Taotao Wang Ziyang Guo Peng Liu Jiajun Luo Deniz Gunduz 15 7 0 07 Jul 2022
Scalable Joint Learning of Wireless Multiple-Access Policies and their Signaling Mateus P. Mota Álvaro Valcarce J. Gorce 14 6 0 08 Jun 2022
Learning Generalized Wireless MAC Communication Protocols via Abstraction Luciano Miuccio Salvatore Riolo S. Samarakoon D. Panno M. Bennis 9 17 0 06 Jun 2022
Learning Emergent Random Access Protocol for LEO Satellite Networks Ju-Hyung Lee Hyowoon Seo Jihong Park M. Bennis Young-Chai Ko 14 17 0 03 Dec 2021
Task-oriented Communication Design in Cyber-Physical Systems: A Survey on Theory and Applications Arsham Mostaani T. Vu Shree Krishna Sharma Van-Dinh Nguyen Qi Liao Symeon Chatzinotas 19 16 0 14 Feb 2021
Integrating LEO Satellites and Multi-UAV Reinforcement Learning for Hybrid FSO/RF Non-Terrestrial Networks Ju-Hyung Lee Jihong Park M. Bennis Young-Chai Ko 25 46 0 20 Oct 2020