For reasons that baffle much of the population, televising poker tournaments, such as the World Series of Poker, has mysteriously become a staple of sports network programming. It seems unlikely that athletic grace and prowess are the main attractions of this “sport,” so perhaps there is something about the nature of the competitive task, and the complexity of the environment in which the task is conducted, that rivets the attention of the adoring public.
In part to see if you can discover whether this is the case, this problem set consists of questions about the World Series of Poker and about the design of artificial agents to make decisions in this context. The version of poker played is known as “Texas Hold ’em.” Full rules for the game can be found at https://www.partypoker.com/how-to-play/texas-holdem.html , and you should be familiar with how the game works before attempting this assignment (initial hand being dealt, a hand vs. a game, betting rules for staying in game). A quick google search for “how to play texas holdem” turns up many resources.
Just to be clear about terminology in this assignment, a hand is assumed to involve the dealing of cards to the players, followed by rounds of betting and revelation of other cards until one of the players wins the money that has been bet. A fresh deck of cards is used for each hand, and the dealer has no possibility of cheating to benefit any player.
We will assume that a full game consists of a table of players who repeatedly play hands until one of them has won all of the money from the others.
Games take place in the context of a tournament. In the larger tournament, winners from different tables then play in games against each other; for the purposes of this assignment, assume that each game brings together a group of players that are unfamiliar with each other. This continues until there is one tournament winner. Assume that winnings are not carried over between games; every player in every game in every round of the tournament starts with the same amount of money.
If the agent’s performance element does table lookup, the agent will find the appropriate entry in the table (corresponding to the pair held by the expert) and record the expert’s decision for that particular pair of cards.
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