After many emails and enlightening conversations with researchers over coffee at UW-Madison during winter break, I landed an opportunity to do undergraduate research under Dr. Young Wu. I will focus on using data poisoning to implement train-time and test-time adversarial attacks against machine learning agents and using multi-agent reinforcement learning to train agents to collaborate with teammates and react to adversaries.