What Algorithm will you use?

It’s the open road, you have way more data than you were expecting, this must be a highly researched problem you had no idea the government cared about. With your gigabytes of Panda sex data and the old machine learning algorithm of unspecified means what do you do to optimize Panda sexual matching as specified in your contract?

Supervised Learning

Unsupervised Learning

Reinforcement Learning

Test it on the prior algorithm before scrapping it