mmact action objective

Read the equation

Adds base value, exploration, a theta term and entropy, while subtracting conflict, resource use and repetition. The repetition penalty is intended to discourage repeated actions. Each component’s scale and sign convention affect which action wins.

Terms & definitions

The recovered passage does not supply a separate symbol table. Read the source context for the notation used in this version; familiar letters may carry different meanings in other builds.

How it works

1. Read J as the quantity being defined or updated by this relation.

2. Substitute the source-defined variables or recorded values and follow the displayed arithmetic and indexing exactly.

3. Use this version’s variable definitions and update order. The same symbol may be assigned a different meaning in another build.

Assumptions & limits

Conditions

• Formula transcribed from a historical July/August 2026 dossier; no current fleet process was executed.

Source recovery establishes that the expression appears in this record. Its mathematical validity, implementation behavior, and interpretation must be assessed separately. See the linked source and research notes for the checks available for this version.

Original context

J = base + explore + theta - conflict - resource + entropy - repetition

Related builds