I Trained an AI Agent to Play a Game for 76 Hours (And It Learned From Its Mistakes)

A from-scratch DQN trained for 76 hours on a laptop CPU. In 15 ablation runs, the plainest mechanism mattered most, and two of the clever ones hurt. I wanted an agent that learns from its own failures and never stops tr…