Welcome to the AIPT

Party Poker

This tutorial is targeted at two groups:

  1. People with a poker background who want to better understand how poker solving has evolved and how current solving algorithms/software work
  2. People with an interest in coding who want to better understand poker and to code agents from scratch

This tutorial is split into 6 sections:

  1. Background: Basic poker background and history of solving poker games
  2. Game Theory: Foundations of game theory including trees in games
  3. Solving Poker: What it means to solve poker and examples beginning with toy games
  4. Counterfactual Regret Minimization (CFR): The core algorithm behind most poker solving
  5. Top Poker Agents: Recent research and results with top poker agents
  6. Other Topics: Multiplayer games, other games, and decision making lessons