The reason the poker engine is implemented is because it is useful to have a well-integrated poker environment available during the development of the AI algorithm, incase there are tweaks that must be made to accomadate things like the history of state or the replay of a scenario during Monte Carlo Counterfactual Regret Minimisation. A low level thing to first to is to implement a poker engine class that can manage a game of poker. There are two parts to this repository, the code to manage a game of poker, and the code to train an AI algorithm to play the game of poker. # will now display a table with 6 players. # Update the state to be plotted, this is sent via websockets to the frontend. later on in the code, as proxy for some code that obtains a new state. # If you visit now you will see an empty table. Pickle_dir = '././research/blueprint_algo/' ShortDeckPokerPlayer( player_i = player_i, initial_chips = 10000, pot = pot) '''Gets a state to visualise''' n_players = 6 pot = Pot() pot import Pot def get_state() -> ShortDeckPokerState: state import ShortDeckPokerState from poker_ai. player import ShortDeckPokerPlayer from poker_ai. To perform MCCFR, the core algorithm of poker_ai, we need a class that encodes all of the poker rules, that we can apply an action to which then creates a new game state.įrom plot import PokerPlot from poker_ai. Here are some assorted examples of things that are being built in this repo. └── unit # Individual tests for functions and objects.

├── functional # Functional tests that test multiple components │ # to help formulate understanding and ideas.

├── research # A directory for research/development scripts │ └── utils # Utility code like seed setting. │ ├── terminal # Code to play against the AI from your console. │ ├── poker # WIP general code for managing a hand of poker. │ │ # can be traversed in a depth-first recursive manner. │ ├── games # Implementations of poker games as node based objects that │ ├── ai # Stub functions for ai algorithms. ├── paper # Main source of info and documentation :) ├── applications # Larger applications like the state visualiser sever.

Poker fighter