# moddpg

**Repository Path**: shenxiaoming77/moddpg

## Basic Information

- **Project Name**: moddpg
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2026-01-28
- **Last Updated**: 2026-01-28

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# moddpg
This is the code of the moddpg algorithm for UAV-assisted data collection and energy harvesting.

Tensorflow version for the code is 2.0.0 with Python 3.7.

*****

- To train the model:  
    ```python
    python train_ddpg.py
    ```

- To eavluation the trained model:  
     ```python
    python eval.py
    ```
    
    *****
    
If moddpg helps you in your academic research, you are encouraged to cite our paper. Here is an example bibtex:
```python
@ARTICLE{9455139,  
        author={Yu, Yu and Tang, Jie and Huang, Jiayi and Zhang, Xiuyin and So, Daniel Ka Chun and Wong, Kai-Kit},  
        journal={IEEE Transactions on Communications},   
        title={Multi-Objective Optimization for UAV-Assisted Wireless Powered IoT Networks Based on Extended DDPG Algorithm},   
        year={2021},  
        volume={69},  
        number={9},  
        pages={6361-6374},  
        doi={10.1109/TCOMM.2021.3089476}}
```