Welcome to the AIPT
This tutorial is targeted at two groups:
- People with a poker background who want to better understand how poker solving has evolved and how current solving algorithms/software work
- 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:
- Background: Basic poker background and history of solving poker games
- Game Theory: Foundations of game theory including trees in games
- Solving Poker: What it means to solve poker and examples beginning with toy games
- Counterfactual Regret Minimization (CFR): The core algorithm behind most poker solving
- Top Poker Agents: Recent research and results with top poker agents
- Other Topics: Multiplayer games, other games, and decision making lessons