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

30 August 2022

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

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Title
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 Fatemeh Lotfi Fatemeh Afghah AI4CE 56 3 0 30 Sep 2024
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 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 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 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 Hossein Rajoli Fatemeh Lotfi A. Atyabi Fatemeh Afghah CVBM 48 8 0 08 Feb 2023