One who is seemingly addicted to the sensation of exhilaration associated with risky behaviors or exciting situations, and who actively seeks such opportunities.
gambler
noun
One who takes significant risks.
One who plays at a game of chance, who gambles.
How often have the words adrenaline junkie and gambler occurred in a corpus of books? (source: Google Ngram Viewer )