Soldati, Pablo
- A Reinforcement Learning Approach to Power Control and Rate Adaptation\n in Cellular Networks
2016/11/20 by Euhanna Ghadimi, Francesco Calabrese, Ghadimi, Euhanna +5 · 1 citation
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Network Optimization #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Optimization and Control (math.OC) #Wireless Networks and Protocols
- Offline Reinforcement Learning and Sequence Modeling for Downlink Link Adaptation
2024/10/30 by Samuele Peri, Peri, Samuele, Alessio Russo +5 · 2 citations
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Network Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #Wireless Communication Networks Research #electronic engineering #information engineering
- Design Principles for Model Generalization and Scalable AI Integration in Radio Access Networks
2023/06/09 by Pablo Soldati, Euhanna Ghadimi, Soldati, Pablo +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Networking and Internet Architecture (cs.NI) #Speech and dialogue systems #Topic Modeling