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Precisely, the initiator i selects, among all agents from the specific group, agent j as collaborator with a probability proportional to the degree (k_{j}) of j.
In this section and the next we discuss how beliefs of a group agent are determined or constituted by beliefs of all, most, or some of its members.
Clearly, there are multiple conceptions of how sets of individuals might "compose" a group agent, and each of these conceptions can legitimately apply to real cases.
Acting is constituting yourself as an agent out of your desires and other psychological elements, in much the way that the pod creatures constitute themselves as a group agent.
Considering an agent a, let us remind that by G ̄ a we denote the largest group agent a belongs to; it could be a highly structured group including a subgroup, simple or structured, to which a directly belongs to, or it could even be equal to G a, should a be member of a simple group not belonging to any structured group.
Suppose one of the pod creatures whispers to its nearby fellows, 'Off to the left!' If enough of them follow to tilt the ersatz Uncle Melvin leftwards, was that an action, attributable to the group agent, or just that one pod creature momentarily getting its way?
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Ludwig's aim is to provide a semantics that doesn't involve reference to group agents.
This again enables us to constitute group agents such as business enterprises, universities, or political parties.
For example, in order to group agents by the compatibility of their energy profiles, a similarity function could be used.
Suppose we wanted our epistemology to apply not just to individuals, but to "group agents" like committees, governments, companies, and so on.
Our assumption that each agent owns a single type of input allows us to group agents according to the input they own and the industry where they are employed.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com