6.176, or MIT Pokerbots, is a computerized poker tournament. Teams have one month to program a completely autonomous pokerbot to compete against other teams.
Competitors must learn and apply concepts in economics, mathematics, and computer science not normally developed together in academic settings in order to conquer their opponents and emerge victorious.
This year's competition features over $30,000 in prizes and attention from the most prestigious technology and trading firms. This IAP, channel your programming ability and strategic quantitative thinking skills to become the reigning Pokerbots champion!
As a game of incomplete information and uncertainty, poker is a prime application of the game theory concepts and decision making skills essential to trading. While traders make risk decisions based on the limited information they get from the markets, poker players make decisions based on hidden information as well, taking into account factors such as expected value and probability distributions.
Furthermore, poker is a widely known game that has become a cultural phenomenon in recent years and it is extremely popular on college campuses. This keeps the game accessible to bright minds with the requisite skills to succeed as traders.
It is! To build a working pokerbot only requires both critical thinking ability and an eagerness to learn. However, an understanding of machine learning, algorithms and data mining can go a long way towards creating an advanced pokerbot. The competitors can choose to code in either C, Python, or Java.
We are welcoming students with all levels of programming experience. Nevertheless, some previous coding experience would certainly be helpful. Although not necessary, we recommend you have at least one team member with some programming experience.
We are keeping the game and tournament structure secret. You will hear all about it during the challenge unveiling in early January 2015.
Teams may be composed of 1 - 4 players.
We will have various reference players for you to challenge during the competition. If you defeat all of our reference players, you will receive credit. If you are unable to do so, you must write a strategy report. More on this later, just beat the reference players!
No! Be sure to register for 6.S912 as a listener or for 6 units of P/F credit. Email us to be added to the Stellar site.
You can register on WebSIS once IAP registration begins on Monday, December 1st. Simply pre-register for 6.S912. IAP preregistration ends December 31st, so don't forget!
Creating a working pokerbot takes no time at all. However, beating our reference players will not be a simple task. You should view this as taking a class. To be competitive in the tournaments will require even more time. Nobody said it would be easy, but we will try our best to help along the way.