A Collaborative Statistical Actor-Critic Learning Approach for 6G Network Slicing Control

Author:

Rezazadeh Farhad1,Chergui Hatim1,Blanco Luis1,Alonso Luis2,Verikoukis Christos1

Affiliation:

1. Telecommunications Technological Center of Catalonia (CTTC),Barcelona,Spain

2. Technical University of Catalonia (UPC),Barcelona,Spain

Publisher

IEEE

Reference27 articles.

1. Cell-Free Massive MIMO: A New Next-Generation Paradigm

2. A Survey of Actor-Critic Reinforcement Learning: Standard and Natural Policy Gradients

3. Soft Actor-Critic: Off-policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor;haarnoja;ICML,2018

4. Network Functions Virtualisation (NFV)-Management and Orchestration;ETSI GS NFV-MAN,2014

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1. User Request Provisioning Oriented Slice Anomaly Prediction and Resource Allocation in 6G Networks;ICC 2024 - IEEE International Conference on Communications;2024-06-09

2. DTN-Assisted Dynamic Cooperative Slicing for Delay-Sensitive Service in MEC-Enabled IoT via Deep Deterministic Policy Gradient With Variable Action;IEEE Internet of Things Journal;2023-06-15

3. Explanation-Guided Deep Reinforcement Learning for Trustworthy 6G RAN Slicing;2023 IEEE International Conference on Communications Workshops (ICC Workshops);2023-05-28

4. On the Specialization of FDRL Agents for Scalable and Distributed 6G RAN Slicing Orchestration;IEEE Transactions on Vehicular Technology;2023-03

5. A Federated DRL Approach for Smart Micro-Grid Energy Control with Distributed Energy Resources;2022 IEEE 27th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD);2022-11-02

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