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

30 August 2022

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

6 / 6 papers shown

Title
Meta Reinforcement Learning Approach for Adaptive Resource Optimization in O-RAN Fatemeh Lotfi Fatemeh Afghah AI4CE 28 1 0 30 Sep 2024
Open RAN LSTM Traffic Prediction and Slice Management using Deep Reinforcement Learning Fatemeh Lotfi Fatemeh Afghah AI4TS 18 6 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 40 10 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 33 10 0 15 Jun 2023
Attention-based Open RAN Slice Management using Deep Reinforcement Learning Fatemeh Lotfi Fatemeh Afghah Jonathan D. Ashdown 19 9 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 22 8 0 08 Feb 2023