![]() has hit a major milestone by beating a top professional player in StarCraft II, a notoriously complex video game that requires careful thought in order to outsmart the opponent and finally win. tasks, Reinforcement Learning requires the system to understand that there is a sequence of events that end in a desired outcome. ![]() Reinforcement Learning is a branch of Artificial Intelligence whereby we have the computer learn the best move at every step of the process to eventually win, which we call receiving a “reward”.ĭifferent from more typical A.I. Instead, and much more interestingly, we can create an expert. For Tic-Tac-Toe, however, we’d need to be experts at the game to program a computer to be one as well. They can be programmed to do the same things over and over and remember the past. Our memories just couldn’t remember all the details.Ĭomputers are the best at these sorts of tasks. We’d forget how we got duped by that double-whammy 4 games ago or whether we should take the middle spot to start the game. Sometimes he’d win and sometimes I would, but neither of us ever really could remember how to ensure a win (or at least a tie) each time. It’s a funny little game – easy to explain and yet difficult to completely master. Can you imagine that?! Blasphemy, if you ask me.Īs a kid, I played it a lot on restaurant napkins with my younger brother. ![]() The other day, I saw a post from someone explaining that their father went his entire life having never heard of Tic-Tac-Toe. This is David Albrecht, data scientist at Bennett Data Science, filling in for Zank. ![]()
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