2734 - Initial User Guide Updates
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© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK
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Defining variations in the config files
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=======================================
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PrimAITE supports the ability to use different variations on a scenario at different episodes. This can be used to increase domain randomisation to prevent overfitting, or to set up curriculum learning to train agents to perform more complicated tasks.
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The base scenario is essentially the same as a fixed YAML configuration, but it can contain placeholders that are populated with episode-specific data at runtime. The base scenario contains any network, agent, or settings that remain fixed for the entire training/evaluation session.
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The placeholders are defined as YAML Aliases and they are denoted by an asterisk (*placeholder).
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The placeholders are defined as YAML Aliases and they are denoted by an asterisk (* *placeholder*)
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Variations
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**********
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For more information please refer to the ``Using Episode Schedules`` notebook in either :ref:`Executed Notebooks` or run the notebook interactively in ``notebooks/example_notebooks/``.
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For further information around notebooks in general refer to the :ref:`Example Jupyter Notebooks`.
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For further information around notebooks in general refer to the :ref:`example_notebooks` page.
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