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Articles by
Farhad Rezazadeh
GenOnet: Generative Open xG Network Simulation with Multi-Agent LLM and ns-3
25 September 2024 by
Farhad Rezazadeh
and
others
Networking and Internet Architecture
Toward Explainable Reasoning in 6G: A Proof of Concept Study on Radio Resource Allocation
19 September 2024 by
Farhad Rezazadeh
and
others
Networking and Internet Architecture
Intelligible Protocol Learning for Resource Allocation in 6G O-RAN Slicing
30 June 2024 by
Farhad Rezazadeh
and
others
Networking and Internet Architecture
A Mathematical Introduction to Deep Reinforcement Learning for 5G/6G Applications
21 March 2024 by
Farhad Rezazadeh
Networking and Internet Architecture
Decentralized Energy Marketplace via NFTs and AI-based Agents
17 November 2023 by
Rasoul Nikbakht
and
others
Networking and Internet Architecture
,
Machine Learning
X-GRL: An Empirical Assessment of Explainable GNN-DRL in B5G/6G Networks
15 November 2023 by
Farhad Rezazadeh
and
others
Networking and Internet Architecture
Joint Explainability and Sensitivity-Aware Federated Deep Learning for Transparent 6G RAN Slicing
23 September 2023 by
Swastika Roy
and
others
Networking and Internet Architecture
SliceOps: Explainable MLOps for Streamlined Automation-Native 6G Networks
4 July 2023 by
Farhad Rezazadeh
and
others
Networking and Internet Architecture
,
Signal Processing
A Multi-Agent Deep Reinforcement Learning Approach for RAN Resource Allocation in O-RAN
3 July 2023 by
Farhad Rezazadeh
and
others
Networking and Internet Architecture
Explanation-Guided Deep Reinforcement Learning for Trustworthy 6G RAN Slicing
27 March 2023 by
Farhad Rezazadeh
and
others
Networking and Internet Architecture
A Federated DRL Approach for Smart Micro-Grid Energy Control with Distributed Energy Resources
7 November 2022 by
Farhad Rezazadeh
and
Nikolaos Bartzoudis
Networking and Internet Architecture
On the Specialization of FDRL Agents for Scalable and Distributed 6G RAN Slicing Orchestration
6 November 2022 by
Farhad Rezazadeh
and
others
Networking and Internet Architecture
Towards Quantum-Enabled 6G Slicing
21 October 2022 by
Farhad Rezazadeh
and
others
Networking and Internet Architecture
,
Machine Learning
A Collaborative Statistical Actor-Critic Learning Approach for 6G Network Slicing Control
22 January 2022 by
Farhad Rezazadeh
and
others
Networking and Internet Architecture
Actor-Critic-Based Learning for Zero-touch Joint Resource and Energy Control in Network Slicing
22 January 2022 by
Farhad Rezazadeh
and
others
Networking and Internet Architecture
Zero-touch Continuous Network Slicing Control via Scalable Actor-Critic Learning
17 January 2021 by
Farhad Rezazadeh
and
others
Networking and Internet Architecture
Continuous Multi-objective Zero-touch Network Slicing via Twin Delayed DDPG and OpenAI Gym
17 January 2021 by
Farhad Rezazadeh
and
others
Networking and Internet Architecture
Encoding the information in relative parameters
28 October 2020 by
F. Rezazadeh
and
Anil Mani
at
University of Tehran
Quantum Physics