# Module: tf_agents.networks.categorical_q_network

<br />

|---|
| [![](https://www.tensorflow.org/images/GitHub-Mark-32px.png) View source on GitHub](https://github.com/tensorflow/agents/blob/v0.19.0/tf_agents/networks/categorical_q_network.py) |

A Q-network for categorical DQN.

See "A Distributional Perspective on Reinforcement Learning" by Bellemare,
Dabney, and Munos (2017). <https://arxiv.org/abs/1707.06887>

## Classes

[`class CategoricalQNetwork`](https://www.tensorflow.org/agents/api_docs/python/tf_agents/networks/categorical_q_network/CategoricalQNetwork): Creates a categorical Q-network.

<br />

<br />

<br />

| ## Other Members ||
|---|---|
| absolute_import | Instance of `__future__._Feature` |
| division | Instance of `__future__._Feature` |
| print_function | Instance of `__future__._Feature` |

<br />