youngsci
I am a Ph.D. student whose research focuses on network slicing and deep reinforcement learning.
UESTCChengdu, China
Pinned Repositories
18.01SC-Single-Variable-Calculus
Completed MIT OCW 18.01SC
astronvim_config
An example user configuration with a split up structure
CCM_MADRL_MEC
The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edge Computing
deep-learning-guide
An evolving guide to learning Deep Learning effectively.
energy-efficient-slicing
Matlab code for the simulation of my paper entitled "Joint Resource and Admission Management for Slice-enabled Networks"
From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
GAN-DDQN
Code for the paper: GAN-powered deep distributional reinforcement learning for resource management in network slicing
Latency-Equalization-E2E-NS-RL
Latency Equalization Policy of End-to-End Network Slicing Based on Reinforcement Learning
LaTeX-OCR
pix2tex: Using a ViT to convert images of equations into LaTeX code.
Linear-Algebra-With-Python
Lecture Notes for Linear Algebra Featuring Python.
youngsci's Repositories
youngsci/18.01SC-Single-Variable-Calculus
Completed MIT OCW 18.01SC
youngsci/astronvim_config
An example user configuration with a split up structure
youngsci/CCM_MADRL_MEC
The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edge Computing
youngsci/deep-learning-guide
An evolving guide to learning Deep Learning effectively.
youngsci/energy-efficient-slicing
Matlab code for the simulation of my paper entitled "Joint Resource and Admission Management for Slice-enabled Networks"
youngsci/From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
youngsci/GAN-DDQN
Code for the paper: GAN-powered deep distributional reinforcement learning for resource management in network slicing
youngsci/Latency-Equalization-E2E-NS-RL
Latency Equalization Policy of End-to-End Network Slicing Based on Reinforcement Learning
youngsci/LaTeX-OCR
pix2tex: Using a ViT to convert images of equations into LaTeX code.
youngsci/Linear-Algebra-With-Python
Lecture Notes for Linear Algebra Featuring Python.
youngsci/math
š§® Path to a free self-taught education in Mathematics!
youngsci/network-slicing
Code for the network slicing environment and a model-based RL agent with kernels
youngsci/nvim_best_config
youngsci/Optimizing-Resoruce-Scaling-for-Network-Slicing-through-Attention-based-Forecasting
This project will build a deep learning-based forecasting model which leveraging an attention mechanism to forecast the future usage of Virtual network function instances' resources in network slices and then scale up and down the number of VNF instances based on the predicted usage
youngsci/papers_code-DeepSlicing
Source Codes for: DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing
youngsci/PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
youngsci/Reinforcement-Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
youngsci/slice-aware-ntn
Slice Aware Non Terrestrial Networks
youngsci/The-Art-of-Linear-Algebra
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"