Next-Generation EDGE AI

A revolutionary poker bot that outperforms top AIs using advanced depth-limited solving techniques, all while running on modest hardware.

4-Core

CPU Usage

16GB

Memory Required

20s

Average Decision Time

700hrs

Training Time

Advanced Features

🧠

Depth-Limited Solving

Implements innovative techniques for conducting depth-limited solving in imperfect-information games.

Real-time Processing

Makes decisions at human professional speed using minimal computational resources.

🎯

Low Exploitability

Demonstrates robust performance with low exploitability in heads-up no-limit Texas hold'em.

🔄

Dynamic Adaptation

Adapts strategy in real-time based on opponent tendencies and table dynamics.

📊

Advanced Statistics

Provides detailed statistical analysis including win probabilities, pot odds, and equity calculations.

💡

Strategic Insights

Offers comprehensive hand analysis with actionable recommendations and strategic considerations.

Technology Stack

Core Components

  • Monte Carlo Counterfactual Regret Minimization
  • Neural Network Value Approximation
  • Dynamic Action Abstraction

Implementation Details

  • Python Implementation with NumPy
  • TensorFlow 1.13 Integration
  • Cross-platform Compatibility

Performance Comparison

Feature Poker AI Baby Tartanian8 Slumbot
Core Hours 700 250,000
Memory Required 16 GB 18 TB 2 TB
Real-time Processing Yes No No
Decision Speed 20s per hand Varies Varies

Technical Implementation

Algorithm Overview

The AI implements a novel approach to depth-limited solving in imperfect-information games through:

  • Multi-valued state representations
  • Nested subgame solving
  • Real-time strategy computation
  • Dynamic opponent modeling

System Requirements

Minimal hardware requirements:

  • 4-core CPU
  • 16GB RAM
  • Standard storage space
  • Windows/Linux compatible

Ready to Get Started?

Experience the next generation of poker AI technology with minimal computational requirements.