RLChain: A DRL Approach for Blockchain Performance Optimization Towards IIoT

This repository contains some data, implementation, and results of the paper "RLChain: A DRL Approach for Blockchain Performance Optimization Towards IIoT." The paper is being submitted for consideration to IEEE Transactions on Network and Service Management.

Dependencies

• Python (>=3.8)
• numpy (>=1.20.3)
• pandas (>=1.2.4)
• matplotlib (>=3.4.2)
• seaborn (>=0.11.2)
• torch (>=1.7.1)
• scikit-learn (>=0.24.2)
• TensorFlow (>=2.4.1)

Implementation

The repository is organized as follows:

• data/ Contains the data used in the article;

• model/ Contains a partial code implementation of the model in the article;

• result/ Contains all the original results included in the article, as well as some experimental results not included in the article.