Farnaz Niknia

According to our database, Farnaz Niknia authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Attention-Enhanced Prioritized Proximal Policy Optimization for Adaptive Edge Caching.

Farnaz Niknia, Ping Wang, Zixu Wang, Aakash Agarwal, Adib S. Rezaei

IEEE Trans. Veh. Technol., August, 2025

Edge Caching Optimization With PPO and Transfer Learning for Dynamic Environments.

Farnaz Niknia, Ping Wang

IEEE Internet Things J., August, 2025

Adaptive Edge Caching in Dynamic Environments Using PPO and Transfer Learning.

Farnaz Niknia, Ping Wang

Proceedings of the IEEE International Conference on Communications, 2025

2024

Edge Caching Optimization with PPO and Transfer Learning for Dynamic Environments.

Farnaz Niknia, Ping Wang

CoRR, 2024

Edge Caching Based on Deep Reinforcement Learning and Transfer Learning.

Farnaz Niknia, Ping Wang, Zixu Wang, Aakash Agarwal, Adib S. Rezaei

CoRR, 2024

2023

Edge Caching Based on Deep Reinforcement Learning.

Farnaz Niknia, Ping Wang, Aakash Agarwal, Zixu Wang

Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

2022

An SMDP-based approach to thermal-aware task scheduling in NoC-based MPSoC platforms.

Farnaz Niknia, Vesal Hakami, Kiamehr Rezaee

J. Parallel Distributed Comput., 2022