Joan S. Pujol Roig

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 18

Top Topics

Reinforcement Learning

Top Venues

GLOBECOM (Workshops)

IEEE J. Sel. Areas Commun.

Publications

Selcuk Bassoy, Rasoul Behravesh, Joan S. Pujol Roig
SEEDRL: Smart Energy Efficiency Using Deep Reinforcement Learning for 6G Networks. GLOBECOM (Workshops) (2023)
Foivos Michelinakis, Joan S. Pujol Roig, Sara Malacarne, Min Xie, Thomas Dreibholz, Sayantini Majumdar, Wint Yi Poe, Georgios Patounas, Carmen Guerrero, Ahmed Elmokashfi, Vasileios Theodorou
AI Anomaly Detection for Cloudified Mobile Core Architectures. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Tze-Yang Tung, Joan S. Pujol Roig, Szymon Kobus, Deniz Gündüz
A Joint Learning and Communication Framework for Multi-Agent Reinforcement Learning over Noisy Channels. CoRR (2021)
Tze-Yang Tung, Szymon Kobus, Joan S. Pujol Roig, Deniz Gündüz
Effective Communications: A Joint Learning and Communication Framework for Multi-Agent Reinforcement Learning Over Noisy Channels. IEEE J. Sel. Areas Commun. 39 (8) (2021)
Minsuk Choi, Kyungrae Kim, Hongjun Jang, Hyokyung Woo, Joan S. Pujol Roig, Yue Wang, Hunje Yeon, Sunghyun Choi, Seowoo Jang
Cell On/Off Parameter Optimization for Saving Energy via Reinforcement Learning. GLOBECOM (Workshops) (2021)
Min Xie, Foivos Michelinakis, Thomas Dreibholz, Joan S. Pujol Roig, Sara Malacarne, Sayantini Majumdar, Wint Yi Poe, Ahmed Elmokashfi
An Exposed Closed-Loop Model for Customer-Driven Service Assurance Automation. EuCNC/6G Summit (2021)
K. Kweon, David Manuel Gutiérrez Estévez, Joan S. Pujol Roig, S. Jeong
Automated Multi-service 5G Session Timer via AI-based Network Data Analytics Function. GLOBECOM (Workshops) (2020)
Joan S. Pujol Roig, Deniz Gündüz
Remote Reinforcement Learning over a Noisy Channel. GLOBECOM (2020)
Min Xie, Joan S. Pujol Roig, Foivos Michelinakis, Thomas Dreibholz, Carmen Guerrero, Adrian Gallego Sanchez, Wint Yi Poe, Yue Wang, Ahmed Mustafa Elmokashfi
AI-Driven Closed-Loop Service Assurance with Service Exposures. EuCNC (2020)
Joan S. Pujol Roig, David Manuel Gutiérrez Estévez, Deniz Gündüz
Management and Orchestration of Virtual Network Functions via Deep Reinforcement Learning. IEEE J. Sel. Areas Commun. 38 (2) (2020)
Meixia Tao, Deniz Gündüz, Fan Xu, Joan S. Pujol Roig
Content Caching and Delivery in Wireless Radio Access Networks. IEEE Trans. Commun. 67 (7) (2019)
Meixia Tao, Deniz Gündüz, Fan Xu, Joan S. Pujol Roig
Content Caching and Delivery in Wireless Radio Access Networks. CoRR (2019)
Joan S. Pujol Roig, David Manuel Gutiérrez Estévez, Deniz Gündüz
Management and Orchestration of Virtual Network Functions via Deep Reinforcement Learning. CoRR (2019)
Joan S. Pujol Roig, Filippo Tosato, Deniz Gündüz
Storage-Latency Trade-Off in Cache-Aided Fog Radio Access Networks. ICC (2018)
Joan S. Pujol Roig, Filippo Tosato, Deniz Gündüz
Storage-Latency Trade-off in Cache-Aided Fog Radio Access Networks. CoRR (2018)
Joan S. Pujol Roig, Abolfazl Seyed Motahari, Filippo Tosato, Deniz Gündüz
Fundamental limits of latency in a cache-aided 4×4 interference channel. ITW (2017)
Joan S. Pujol Roig, Filippo Tosato, Deniz Gündüz
Interference Networks with Caches at Both Ends. CoRR (2017)
Joan S. Pujol Roig, Deniz Gündüz, Filippo Tosato
Interference networks with caches at both ends. ICC (2017)