{"total":22,"rows":[{"id":"2108.12121","title":"Reinforcement Learning-powered Semantic Communication via Semantic Similarity","created":"2021-08-27","cited_by_count":15,"area":null},{"id":"2105.04207","title":"Age of Information Aware VNF Scheduling in Industrial IoT Using Deep Reinforcement Learning","created":"2021-05-10","cited_by_count":8,"area":null},{"id":"2111.08397","title":"CLARA: A Constrained Reinforcement Learning Based Resource Allocation Framework for Network Slicing","created":"2021-11-16","cited_by_count":7,"area":null},{"id":"2311.16876","title":"Digital Twin-Enhanced Deep Reinforcement Learning for Resource Management in Networks Slicing","created":"2023-11-28","cited_by_count":7,"area":null},{"id":"2101.08724","title":"Adversarial Machine Learning for Flooding Attacks on 5G Radio Access Network Slicing","created":"2021-01-21","cited_by_count":6,"area":null},{"id":"2311.05511","title":"Anytime-Constrained Reinforcement Learning","created":"2023-11-09","cited_by_count":6,"area":null},{"id":"2207.01531","title":"Wild Networks: Exposure of 5G Network Infrastructures to Adversarial Examples","created":"2022-07-04","cited_by_count":5,"area":null},{"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":"2306.09290","title":"Generalizable Resource Scaling of 5G Slices using Constrained Reinforcement Learning","created":"2023-06-15","cited_by_count":4,"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":"2103.03745","title":"Can You Fix My Neural Network? Real-Time Adaptive Waveform Synthesis for Resilient Wireless Signal Classification","created":"2021-03-05","cited_by_count":3,"area":null},{"id":"2110.07649","title":"Federated learning and next generation wireless communications: A survey on bidirectional relationship","created":"2021-10-14","cited_by_count":2,"area":null},{"id":"2207.10390","title":"On the Implementation of a Reinforcement Learning-based Capacity Sharing Algorithm in O-RAN","created":"2022-07-21","cited_by_count":1,"area":null},{"id":"2211.09713","title":"Deep Reinforcement Learning for Combined Coverage and Resource Allocation in UAV-aided RAN-slicing","created":"2022-11-15","cited_by_count":1,"area":null},{"id":"2410.23637","title":"Anytime-Constrained Equilibria in Polynomial Time","created":"2024-10-31","cited_by_count":1,"area":null},{"id":"2507.17494","title":"To Trust or Not to Trust: On Calibration in ML-based Resource Allocation for Wireless Networks","created":"2025-07-23","cited_by_count":1,"area":null},{"id":"2208.07643","title":"A Review of the Convergence of 5G/6G Architecture and Deep Learning","created":"2022-08-16","cited_by_count":0,"area":null},{"id":"2305.09832","title":"A Deep RL Approach on Task Placement and Scaling of Edge Resources for Cellular Vehicle-to-Network Service Provisioning","created":"2023-05-16","cited_by_count":0,"area":null},{"id":"2306.11552","title":"Inter-Cell Network Slicing With Transfer Learning Empowered Multi-Agent Deep Reinforcement Learning","created":"2023-06-20","cited_by_count":0,"area":null},{"id":"2311.11206","title":"Robust Network Slicing: Multi-Agent Policies, Adversarial Attacks, and Defensive Strategies","created":"2023-11-19","cited_by_count":0,"area":null},{"id":"2409.11432","title":"A hybrid solution for 2-UAV RAN slicing","created":"2024-09-15","cited_by_count":0,"area":null},{"id":"2604.03562","title":"When Adaptive Rewards Hurt: Causal Probing and the Switching-Stability Dilemma in LLM-Guided LEO Satellite Scheduling","created":"2026-04-04","cited_by_count":0,"area":null}],"next_cursor":null}