Like so many of us, DQN performs better at some games than others. For example, the algorithm is a frighteningly good at Breakout, Boxing, and Star Gunner —orders of magnitude better than any human.

In an old school gaming party to end all parties, Google's new deep Q-network (DQN) algorithm is likely to mop the floor with you at Breakout or Space Invaders, but maybe take a licking at Centipede.

Graph isomorphism in quasipolynomial time I: The “Local Certificates Algorithm.” Combinatorics and Theoretical Computer Science seminar, Chicago, November 10, 2015.

Refining with colors Mathematicians have developed various strategies to compare graphs. Since the 1970s, algorithms have been able to test graph isomorphism, but in exponential time.

Combined with algorithms that can handle such graphs it’s a great way to not only make the basic structure of a network clear, but also to model structures and systems.

The abbreviation "DQN" is a subsidiary of Google Deep Q-Network, an artificial intelligence program developed by DeepMind OpenAI is also used for " Deep Q-Learning "Is used as an abbreviation.