Joan S. Pujol Roig

Effective Communications: A Joint Learning and Communication Framework for Multi-Agent Reinforcement Learning over Noisy Channels

Tze-Yang Tung, Szymon Kobus, Joan S. Pujol Roig et al. · Iris Unimore (University of Modena and Reggio Emilia) · 2021 · 100 citations · Full text

Computing, Autonomous Systems, Communication +16

Management and orchestration of virtual network functions via deep reinforcement learning

Joan S. Pujol Roig, David M. Gutierrez-Estevez, Denız Gündüz · Iris Unimore (University of Modena and Reggio Emilia) · 2019 · 69 citations · Full text

Computing, Computer Systems, Information Technology +17

Interference networks with caches at both ends

Joan S. Pujol Roig, Denız Gündüz, Filippo Tosato · 2017 · 46 citations · Full text

Computing, Computer Science, Computer Systems +15

Content Caching and Delivery in Wireless Radio Access Networks

Meixia Tao, Denız Gündüz, Fan Xu et al. · IEEE Transactions on Communications · 2019 · 28 citations · Full text

Computing, Computer Science, Computer Systems +17

Cell On/Off Parameter Optimization for Saving Energy via Reinforcement Learning

Minsuk Choi, Kyung-Rae Kim, Hong‐Jun Jang et al. · 2021 IEEE Globecom Workshops (GC Wkshps) · 2021 · 16 citations

Computing, Computer Systems, Energy Management +16