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)

Edge Caching Based on Deep Reinforcement Learning. - Farnaz Niknia; Ping Wang; Aakash Agarwal; Zixu Wang (ICCC, 2023)

Edge Caching Based on Deep Reinforcement Learning and Transfer Learning. - Farnaz Niknia; Ping Wang; Zixu Wang; Aakash Agarwal; Adib S. Rezaei (CoRR, 2024)

Edge Caching Optimization with PPO and Transfer Learning for Dynamic Environments. - Farnaz Niknia; Ping Wang (CoRR, 2024)

Edge Caching Optimization With PPO and Transfer Learning for Dynamic Environments. - Farnaz Niknia; Ping Wang 001 (IEEE Internet Things J., 2025)

Attention-Enhanced Prioritized Proximal Policy Optimization for Adaptive Edge Caching. - Farnaz Niknia; Ping Wang 001; Zixu Wang; Aakash Agarwal; Adib S. Rezaei (IEEE Trans. Veh. Technol., 2025)