# Module: tf_agents

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

TF Agents.

## Modules

[`agents`](https://www.tensorflow.org/agents/api_docs/python/tf_agents/agents) module: Module importing all agents.

[`bandits`](https://www.tensorflow.org/agents/api_docs/python/tf_agents/bandits) module: TF-Agents Bandits.

[`distributions`](https://www.tensorflow.org/agents/api_docs/python/tf_agents/distributions) module: Distributions module.

[`drivers`](https://www.tensorflow.org/agents/api_docs/python/tf_agents/drivers) module: Drivers for running a policy in an environment.

[`environments`](https://www.tensorflow.org/agents/api_docs/python/tf_agents/environments) module: Environments module.

[`eval`](https://www.tensorflow.org/agents/api_docs/python/tf_agents/eval) module: Eval module.

[`experimental`](https://www.tensorflow.org/agents/api_docs/python/tf_agents/experimental) module: TF-Agents Experimental Modules.

[`keras_layers`](https://www.tensorflow.org/agents/api_docs/python/tf_agents/keras_layers) module: Keras Layers Module.

[`metrics`](https://www.tensorflow.org/agents/api_docs/python/tf_agents/metrics) module: Metrics module.

[`networks`](https://www.tensorflow.org/agents/api_docs/python/tf_agents/networks) module: Networks Module.

[`policies`](https://www.tensorflow.org/agents/api_docs/python/tf_agents/policies) module: Policies Module.

[`replay_buffers`](https://www.tensorflow.org/agents/api_docs/python/tf_agents/replay_buffers) module: Replay Buffers Module.

[`specs`](https://www.tensorflow.org/agents/api_docs/python/tf_agents/specs) module: Module for numpy array and [`tf.Tensor`](https://www.tensorflow.org/api_docs/python/tf/Tensor) shape and dtype specifications.

[`system`](https://www.tensorflow.org/agents/api_docs/python/tf_agents/system) module: Module importing all system utilities.

[`train`](https://www.tensorflow.org/agents/api_docs/python/tf_agents/train) module: TF-Agents Training Library.

[`trajectories`](https://www.tensorflow.org/agents/api_docs/python/tf_agents/trajectories) module: Trajectories module.

[`typing`](https://www.tensorflow.org/agents/api_docs/python/tf_agents/typing) module: Typing module.

[`utils`](https://www.tensorflow.org/agents/api_docs/python/tf_agents/utils) module: Utils module.

[`version`](https://www.tensorflow.org/agents/api_docs/python/tf_agents/version) module: Define TF Agents version information.

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| ## Other Members ||
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| **version** | `'0.19.0'` |
| symbol | `'_sys'` |

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