Agency discretion refers to the ability of administrative agencies to make decisions within the bounds of their delegated authority, allowing them to interpret statutes and fill in gaps left by the legislature. This discretion is essential for agencies to effectively implement and enforce regulations, but it also raises concerns about accountability and oversight.