# Human-level control through deep reinforcement learning

Implementation in 100 lines of code of the paper [Human-level control through deep reinforcement learning](https://www.nature.com/articles/nature14236).

## Usage

```commandline
$ pip3 install -r requirements.txt
$ python3 dqn.py
```

## Results

![](dqn.gif)

#### Average reward on Breakout
![](Imgs/average_reward_on_breakout.png)

