# Deep-Q-Learning-based-Downlink-Power-Allocation

**Repository Path**: zhoub86/Deep-Q-Learning-based-Downlink-Power-Allocation

## Basic Information

- **Project Name**: Deep-Q-Learning-based-Downlink-Power-Allocation
- **Description**: A deep reinforcement learning based approach is used to allocate downlink power for multi-cell wireless system. 
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-03-18
- **Last Updated**: 2021-03-18

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Deep-Q-Learning-based-Downlink-Power-Allocation
### DQL with Experience Replay
To simulate environment and to run DQL agent, run
```
python dql_main.py
```
### Testing
For comparison purpose, the optimal data is obtained through Genetic Algorithm. To generate optimal data, run 
```
python data_generator.py
```