Capriciously

In a capricious manner; in a way that is unpredictable, impulsive, or subject to sudden changes.

From caprice + -ous (adjective-forming suffix) + -ly (adverb-forming suffix). The adverbial form follows standard English word-formation patterns to convert the noun caprice into an manner-describing word.