Can you beat the computer?

Pick a game and play it side by side against an agent that learned it from scratch with deep reinforcement learning. You both play the same seed at the same speed; the higher score wins.

Each agent is a small convolutional network with a few fully connected layers (a dueling DQN), trained end to end from the game's reward. The agents run in your browser.