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Evolutionary Deep Reinforcement Learning for Dynamic Slice Management in O-RAN
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Evolutionary Deep Reinforcement Learning for Dynamic Slice Management in O-RAN

Fatemeh Lotfi
Omid Semiari
Fatemeh Afghah
ArXiv (abs)PDFHTML

Papers citing "Evolutionary Deep Reinforcement Learning for Dynamic Slice Management in O-RAN"

7 / 7 papers shown
Title
Federated Neuroevolution O-RAN: Enhancing the Robustness of Deep Reinforcement Learning xApps
Federated Neuroevolution O-RAN: Enhancing the Robustness of Deep Reinforcement Learning xApps
M. Kouchaki
Aly Sabri Abdalla
Vuk Marojevic
20
0
0
15 Jun 2025
Meta Reinforcement Learning Approach for Adaptive Resource Optimization in O-RAN
Meta Reinforcement Learning Approach for Adaptive Resource Optimization in O-RAN
Fatemeh Lotfi
Fatemeh Afghah
AI4CE
56
3
0
30 Sep 2024
Open RAN LSTM Traffic Prediction and Slice Management using Deep Reinforcement Learning
Open RAN LSTM Traffic Prediction and Slice Management using Deep Reinforcement Learning
Fatemeh Lotfi
Fatemeh Afghah
AI4TS
70
9
0
12 Jan 2024
Safe and Accelerated Deep Reinforcement Learning-based O-RAN Slicing: A Hybrid Transfer Learning Approach
Safe and Accelerated Deep Reinforcement Learning-based O-RAN Slicing: A Hybrid Transfer Learning Approach
A. M. Nagib
H. Abou-zeid
Hossam S. Hassanein
72
11
0
13 Sep 2023
Joint Path planning and Power Allocation of a Cellular-Connected UAV using Apprenticeship Learning via Deep Inverse Reinforcement Learning
Joint Path planning and Power Allocation of a Cellular-Connected UAV using Apprenticeship Learning via Deep Inverse Reinforcement Learning
Alireza Shamsoshoara
Fatemeh Lotfi
Sajad Mousavi
Fatemeh Afghah
Ismail Güvenç
97
13
0
15 Jun 2023
Attention-based Open RAN Slice Management using Deep Reinforcement Learning
Attention-based Open RAN Slice Management using Deep Reinforcement Learning
Fatemeh Lotfi
Fatemeh Afghah
Jonathan D. Ashdown
133
10
0
15 Jun 2023
Triplet Loss-less Center Loss Sampling Strategies in Facial Expression Recognition Scenarios
Triplet Loss-less Center Loss Sampling Strategies in Facial Expression Recognition Scenarios
Hossein Rajoli
Fatemeh Lotfi
A. Atyabi
Fatemeh Afghah
CVBM
46
8
0
08 Feb 2023

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