# Poker AI Simulation Testbed

- **Configurable bots** (Rule-based, Nash EQ, Statistical, Hand-reading, Reinforcement Learning)
- **Mass parallel simulations** with GPU acceleration (e.g., for turn and river rollouts)
- **Multi-tier hand evaluation**: Supersonic LUT trie → Cactus Kev perfect-hash → Algorithmic fallback, with DashMap-cached 7-card evaluation
- **TOML-driven configuration** for all parameters of bots and simulations
- **Comprehensive result analysis** and bot evolution

## Expected Outcomes

- **Research Platform:** Systematic testing of poker AI strategies