# Deep Reinforcement Learning with Double Q-learning

Implementation in 100 lines of code of the paper [Deep Reinforcement Learning with Double Q-learning](https://arxiv.org/abs/1509.06461).

## Usage

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

## Results

![](ddqn.gif)

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

