{"total":13,"rows":[{"id":"2309.07265","title":"Safe and Accelerated Deep Reinforcement Learning-based O-RAN Slicing: A Hybrid Transfer Learning Approach","created":"2023-09-13","cited_by_count":5,"area":null},{"id":"2604.01239","title":"ML-Enabled Open RAN: A Comprehensive Survey of Architectures, Challenges, and Opportunities","created":"2026-03-27","cited_by_count":4,"area":null},{"id":"2206.03846","title":"Sim2real for Reinforcement Learning Driven Next Generation Networks","created":"2022-06-08","cited_by_count":3,"area":null},{"id":"2209.13536","title":"Transmit Power Control for Indoor Small Cells: A Method Based on Federated Reinforcement Learning","created":"2022-08-31","cited_by_count":3,"area":null},{"id":"2208.14877","title":"Intelligent Closed-loop RAN Control with xApps in OpenRAN Gym","created":"2022-08-31","cited_by_count":2,"area":null},{"id":"2410.18793","title":"Adapting MLOps for Diverse In-Network Intelligence in 6G Era: Challenges and Solutions","created":"2024-10-24","cited_by_count":2,"area":null},{"id":"2308.12445","title":"An Intentional Forgetting-Driven Self-Healing Method For Deep Reinforcement Learning Systems","created":"2023-08-23","cited_by_count":1,"area":null},{"id":"2401.13346","title":"Past, Present, Future: A Comprehensive Exploration of AI Use Cases in the UMBRELLA IoT Testbed","created":"2024-01-24","cited_by_count":1,"area":null},{"id":"2411.01544","title":"Building the Self-Improvement Loop: Error Detection and Correction in Goal-Oriented Semantic Communications","created":"2024-11-03","cited_by_count":1,"area":null},{"id":"2207.00166","title":"Variational Autoencoder Assisted Neural Network Likelihood RSRP Prediction Model","created":"2022-06-27","cited_by_count":0,"area":null},{"id":"2209.13540","title":"FORLORN: A Framework for Comparing Offline Methods and Reinforcement Learning for Optimization of RAN Parameters","created":"2022-09-08","cited_by_count":0,"area":null},{"id":"2303.02657","title":"Sparsity-Aware Intelligent Massive Random Access Control in Open RAN: A Reinforcement Learning Based Approach","created":"2023-03-05","cited_by_count":0,"area":null},{"id":"2308.15973","title":"Demo: A Digital Twin of the 5G Radio Access Network for Anomaly Detection Functionality","created":"2023-08-30","cited_by_count":0,"area":null}],"next_cursor":null}