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#2837 - Added a description of how some rewards can be made sticky/instantaneous. [skip ci]

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Charlie Crane
2024-09-05 09:02:07 +01:00
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docs/source/rewards.rst
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@@ -7,6 +7,9 @@ Rewards
Rewards in PrimAITE are based on a system of individual components that react to events in the simulation. An agent's reward function is calculated as the weighted sum of several reward components. Rewards in PrimAITE are based on a system of individual components that react to events in the simulation. An agent's reward function is calculated as the weighted sum of several reward components.
Some rewards, such as the ``GreenAdminDatabaseUnreachablePenalty``, can be marked as 'sticky' in their configuration. Setting this to ``True`` will mean that they continue to output the same value after an event until another event of that type.
In the instance of the ``GreenAdminDatabaseUnreachablePenalty``, the database admin reward will stay negative until the next successful database request is made, even if the database admin agents do nothing and the database returns a good state.
Components Components
********** **********
The following API pages describe the use of each reward component and the possible configuration options. An example of configuring each via yaml is also provided. The following API pages describe the use of each reward component and the possible configuration options. An example of configuring each via yaml is also provided.