DRIVE: A Digital Network Oracle for Cooperative Intelligent Transportation Systems. - Ioannis Mavromatis; Robert J. Piechocki; Mahesh Sooriyabandara; Arjun Parekh (ISCC, 2020)

Variational Autoencoder Assisted Neural Network Likelihood RSRP Prediction Model. - Peizheng Li; Xiaoyang Wang 005; Robert J. Piechocki; Shipra Kapoor; Angela Doufexi; Arjun Parekh (PIMRC, 2022)

Transmit Power Control for Indoor Small Cells: A Method Based on Federated Reinforcement Learning. - Peizheng Li; Hakan Erdol; Keith Briggs; Xiaoyang Wang 005; Robert J. Piechocki; Abdelrahim Kasem Ahmad; Rui Inacio; Shipra Kapoor; Angela Doufexi; Arjun Parekh (VTC Fall, 2022)

RLOps: Development Life-Cycle of Reinforcement Learning Aided Open RAN. - Peizheng Li; Jonathan D. Thomas; Xiaoyang Wang 005; Ahmed Khalil; Abdelrahim Kasem Ahmad; Rui Inacio; Shipra Kapoor; Arjun Parekh; Angela Doufexi; Arman Shojaeifard; Robert J. Piechocki (IEEE Access, 2022)

Self-play learning strategies for resource assignment in Open-RAN networks. - Xiaoyang Wang 005; Jonathan D. Thomas; Robert J. Piechocki; Shipra Kapoor; Raúl Santos-Rodríguez; Arjun Parekh (Comput. Networks, 2022)

Sim2real for Reinforcement Learning Driven Next Generation Networks. - Peizheng Li; Jonathan D. Thomas; Xiaoyang Wang 005; Hakan Erdol; Abdelrahim Kasem Ahmad; Rui Inacio; Shipra Kapoor; Arjun Parekh; Angela Doufexi; Arman Shojaeifard; Robert J. Piechocki (CoRR, 2022)

Industry-Academia Research toward Future Network Intelligence: The NG-CDI Prosperity Partnership. - Nicholas J. P. Race; Idris A. Eckley; Ajith Kumar Parlikad; Charalampos Rotsos; Ning Wang 001; Robert J. Piechocki; Philip Stiles; Arjun Parekh; Trevor Burbridge; Peter Willis 001; Stephen A. Cassidy (IEEE Netw., 2022)

xApp Distillation: AI-based Conflict Mitigation in B5G O-RAN. - Hakan Erdol; Xiaoyang Wang 005; Robert J. Piechocki; George Oikonomou; Arjun Parekh (CoRR, 2024)

Predictive alarm models for improving radio access network robustness. - Luning Li; Manuel Herrera; Anandarup Mukherjee; Ge Zheng; Chen Chen 073; Maharshi Harshadbhai Dhada; Henry Brice; Arjun Parekh; Ajith Kumar Parlikad (Expert Syst. Appl., 2025)