# {py:mod}`evorl.algorithms.contrib.pop_episodic_td3`

```{py:module} evorl.algorithms.contrib.pop_episodic_td3
```

```{autodoc2-docstring} evorl.algorithms.contrib.pop_episodic_td3
:parser: autodoc2_docstrings_parser
:allowtitles:
```

## Module Contents

### Classes

````{list-table}
:class: autosummary longtable
:align: left

* - {py:obj}`PopEpisodicTD3Workflow <evorl.algorithms.contrib.pop_episodic_td3.PopEpisodicTD3Workflow>`
  - ```{autodoc2-docstring} evorl.algorithms.contrib.pop_episodic_td3.PopEpisodicTD3Workflow
    :parser: autodoc2_docstrings_parser
    :summary:
    ```
````

### Functions

````{list-table}
:class: autosummary longtable
:align: left

* - {py:obj}`build_rl_update_fn <evorl.algorithms.contrib.pop_episodic_td3.build_rl_update_fn>`
  - ```{autodoc2-docstring} evorl.algorithms.contrib.pop_episodic_td3.build_rl_update_fn
    :parser: autodoc2_docstrings_parser
    :summary:
    ```
````

### API

`````{py:class} PopEpisodicTD3Workflow(**kwargs)
:canonical: evorl.algorithms.contrib.pop_episodic_td3.PopEpisodicTD3Workflow

Bases: {py:obj}`evorl.algorithms.erl.cemrl_td3.cemrl_td3_workflow.CEMRLTD3WorkflowTemplate`

```{autodoc2-docstring} evorl.algorithms.contrib.pop_episodic_td3.PopEpisodicTD3Workflow
:parser: autodoc2_docstrings_parser
```

````{py:method} evaluate(state: evorl.types.State) -> tuple[evorl.metrics.MetricBase, evorl.types.State]
:canonical: evorl.algorithms.contrib.pop_episodic_td3.PopEpisodicTD3Workflow.evaluate

```{autodoc2-docstring} evorl.algorithms.contrib.pop_episodic_td3.PopEpisodicTD3Workflow.evaluate
:parser: autodoc2_docstrings_parser
```

````

````{py:method} learn(state: evorl.types.State) -> evorl.types.State
:canonical: evorl.algorithms.contrib.pop_episodic_td3.PopEpisodicTD3Workflow.learn

````

````{py:method} name()
:canonical: evorl.algorithms.contrib.pop_episodic_td3.PopEpisodicTD3Workflow.name
:classmethod:

````

````{py:method} step(state: evorl.types.State) -> tuple[evorl.metrics.MetricBase, evorl.types.State]
:canonical: evorl.algorithms.contrib.pop_episodic_td3.PopEpisodicTD3Workflow.step

````

`````

````{py:function} build_rl_update_fn(agent: evorl.agent.Agent, optimizer: optax.GradientTransformation, config: omegaconf.DictConfig, agent_state_vmap_axes: evorl.agent.AgentState)
:canonical: evorl.algorithms.contrib.pop_episodic_td3.build_rl_update_fn

```{autodoc2-docstring} evorl.algorithms.contrib.pop_episodic_td3.build_rl_update_fn
:parser: autodoc2_docstrings_parser
```
````