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2020 – today
- 2022
[j3]Peizheng Li
, Jonathan D. Thomas, Xiaoyang Wang, Ahmed Khalil, Abdelrahim Kasem Ahmad, Rui Inacio, Shipra Kapoor, Arjun Parekh, Angela Doufexi, Arman Shojaeifard, Robert J. Piechocki:
RLOps: Development Life-Cycle of Reinforcement Learning Aided Open RAN. IEEE Access 10: 113808-113826 (2022)- [j2]Xiaoyang Wang, Jonathan D. Thomas, Robert J. Piechocki, Shipra Kapoor, Raúl Santos-Rodríguez, Arjun Parekh:
Self-play learning strategies for resource assignment in Open-RAN networks. Comput. Networks 206: 108682 (2022) - [c4]Peizheng Li, Xiaoyang Wang, Robert J. Piechocki, Shipra Kapoor, Angela Doufexi, Arjun Parekh:
Variational Autoencoder Assisted Neural Network Likelihood RSRP Prediction Model. PIMRC 2022: 554-559 - [c3]Hakan Erdol, Xiaoyang Wang, Peizheng Li, Jonathan D. Thomas, Robert J. Piechocki, George Oikonomou, Rui Inacio, Abdelrahim Kasem Ahmad, Keith Briggs, Shipra Kapoor:
Federated Meta-Learning for Traffic Steering in O-RAN. VTC Fall 2022: 1-7 - [c2]Peizheng Li, Hakan Erdol, Keith Briggs, Xiaoyang Wang, Robert J. Piechocki, Abdelrahim Kasem Ahmad, Rui Inacio, Shipra Kapoor, Angela Doufexi, Arjun Parekh:
Transmit Power Control for Indoor Small Cells: A Method Based on Federated Reinforcement Learning. VTC Fall 2022: 1-7 - [i7]Peizheng Li, Jonathan D. Thomas, Xiaoyang Wang, Hakan Erdol, Abdelrahim Kasem Ahmad, Rui Inacio, Shipra Kapoor, Arjun Parekh, Angela Doufexi, Arman Shojaeifard, Robert J. Piechocki:
Sim2real for Reinforcement Learning Driven Next Generation Networks. CoRR abs/2206.03846 (2022) - [i6]Peizheng Li, Xiaoyang Wang, Robert J. Piechocki, Shipra Kapoor, Angela Doufexi, Arjun Parekh:
Variational Autoencoder Assisted Neural Network Likelihood RSRP Prediction Model. CoRR abs/2207.00166 (2022) - [i5]Hakan Erdol, Xiaoyang Wang, Peizheng Li, Jonathan D. Thomas, Robert J. Piechocki, George Oikonomou, Rui Inacio, Abdelrahim Kasem Ahmad, Keith Briggs, Shipra Kapoor:
Federated Meta-Learning for Traffic Steering in O-RAN. CoRR abs/2209.05874 (2022) - [i4]Peizheng Li, Hakan Erdol, Keith Briggs, Xiaoyang Wang, Robert J. Piechocki, Abdelrahim Kasem Ahmad, Rui Inacio, Shipra Kapoor, Angela Doufexi, Arjun Parekh:
Transmit Power Control for Indoor Small Cells: A Method Based on Federated Reinforcement Learning. CoRR abs/2209.13536 (2022) - 2021
- [i3]Xiaoyang Wang, Jonathan D. Thomas, Robert J. Piechocki, Shipra Kapoor, Raúl Santos-Rodríguez, Arjun Parekh:
Self-play Learning Strategies for Resource Assignment in Open-RAN Networks. CoRR abs/2103.02649 (2021) - [i2]Peizheng Li, Jonathan D. Thomas, Xiaoyang Wang, Ahmed Khalil, Abdelrahim Kasem Ahmad, Rui Inacio, Shipra Kapoor, Arjun Parekh, Angela Doufexi, Arman Shojaeifard, Robert J. Piechocki:
RLOps: Development Life-cycle of Reinforcement Learning Aided Open RAN. CoRR abs/2111.06978 (2021)
2010 – 2019
- 2019
- [j1]Shipra Kapoor, David Grace, Tim Clarke:
User Association in Ultra-Dense Small Cell Dynamic Vehicular Networks: A Reinforcement Learning Approach. J. Commun. Inf. Networks 4(1): 1-12 (2019) - 2017
- [c1]Shipra Kapoor, David Grace, Tim Clarke:
A base station selection scheme for handover in a mobility-aware ultra-dense small cell urban vehicular environment. PIMRC 2017: 1-5 - 2010
- [i1]Rachit Mohan Garg, Shipra Kapoor, Kapil Kumar, Mohd. Dilshad Ansari:
Transmitting Video-on-Demand Effectively. CoRR abs/1010.2432 (2010)
Coauthor Index
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