atharvapatil22 / PokerAI

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Utility Score MegaIssue #61

Closed TiptonG closed 2 weeks ago

TiptonG commented 4 weeks ago

Comment relevant updates and progress

TiptonG commented 4 weeks ago

Start by accounting for only initial two cards in hand and pot size in utility function, later we can add stuff like n simulations to get community cards

jetjoshi commented 4 weeks ago

We will run minimax on each phase. On the first phase, we will have the utility function a 2 hand scoring denoted by the following table: https://homes.luddy.indiana.edu/kapadia/nofoldem/2_wins.stats and the pot size at the end. For the rest of the phases, we will have 5, 6, and 7 card hand score. The utility value will be a constant value which will be determined by how high the hand score is and how high the pot size. The hand score and pot size are denoted by the following: High: 100 - 75% (for pot size total money compared to current amount agent has) Med: 75 - 50% Low: 50-0%

Here is the utility (hand score, pot size): high high: 90 high mid: 80 high low: 70 mid high: 60 mid mid: 70 mid low: 60 low high: 30 low mid: 40 low low: 50