# Optimization Module

Optimization algorithm and reinforcement learning integration interfaces.

## Optimization Interface

Base interfaces for simulation-optimization.

```{eval-rst}
.. autoclass:: simcraft.optimization.base.ObjectiveType
   :members:
   :undoc-members:
```

```{eval-rst}
.. autoclass:: simcraft.optimization.base.Parameter
   :members:
   :undoc-members:
```

```{eval-rst}
.. autoclass:: simcraft.optimization.base.SimulationObjective
   :members:
   :undoc-members:
```

```{eval-rst}
.. autoclass:: simcraft.optimization.base.EvaluationResult
   :members:
   :undoc-members:
```

```{eval-rst}
.. autoclass:: simcraft.optimization.base.OptimizationInterface
   :members:
   :undoc-members:
```

```{eval-rst}
.. autoclass:: simcraft.optimization.base.SimulationExperiment
   :members:
   :undoc-members:
```

## Reinforcement Learning Interface

Gym-compatible environment wrapper for RL integration.

```{eval-rst}
.. autoclass:: simcraft.optimization.rl_interface.ActionSpace
   :members:
   :undoc-members:
```

```{eval-rst}
.. autoclass:: simcraft.optimization.rl_interface.StateSpace
   :members:
   :undoc-members:
```

```{eval-rst}
.. autoclass:: simcraft.optimization.rl_interface.Transition
   :members:
   :undoc-members:
```

```{eval-rst}
.. autoclass:: simcraft.optimization.rl_interface.RLInterface
   :members:
   :undoc-members:
```

```{eval-rst}
.. autoclass:: simcraft.optimization.rl_interface.RLEnvironment
   :members:
   :undoc-members:
```

```{eval-rst}
.. autoclass:: simcraft.optimization.rl_interface.DecisionPoint
   :members:
   :undoc-members:
```

```{eval-rst}
.. autoclass:: simcraft.optimization.rl_interface.ReplayBuffer
   :members:
   :undoc-members:
```

```{eval-rst}
.. autoclass:: simcraft.optimization.rl_interface.MultiAgentInterface
   :members:
   :undoc-members:
```