markhliu / AlphaGoSimplified
Book repository for AlphaGo Simplified (CRC Press 2024). Implement ideas behind Deep Blue (rule-based AI) and AlphaGo (rule-based AI + Deep Learning) in three simple games: Last Coin Standing, Tic Tac Toe, and Connect Four.
☆20Updated last year
Alternatives and similar repositories for AlphaGoSimplified
Users that are interested in AlphaGoSimplified are comparing it to the libraries listed below
Sorting:
- ☆220Updated last year
- ☆27Updated 2 years ago
- The absolute most basic example of AlphaZero and Monte Carlo Tree Search I could come up with☆212Updated 2 years ago
- MiniZero: An AlphaZero and MuZero Training Framework☆92Updated 2 months ago
- A PyTorch implementation of DeepMind's AlphaZero agent to play Go and Gomoku board games☆129Updated 6 months ago
- ♟️ Vectorized RL game environments in JAX☆476Updated 2 months ago
- fast + parallel AlphaZero in JAX☆96Updated 4 months ago
- AlphaZero in JAX☆77Updated last year
- A fast, generalized, and modified implementation of Deepmind's distinguished AlphaZero in PyTorch.☆76Updated 5 months ago
- Repository for the CRC Press book Machine Learning, Animated☆28Updated last year
- ☆13Updated 4 months ago
- A PyTorch implementation of DeepMind's MuZero agent☆34Updated last year
- Clean, tested, & modular AlphaZero implementation with multiplayer support.☆16Updated 6 years ago
- Python & Matlab code for the figures from the book "Learning Theory from First Principles" by Francis Bach☆103Updated last year
- Stanford CS234: Reinforcement Learning assignments and practices☆49Updated 9 months ago
- ☆86Updated 4 months ago
- Notebooks for the "JAX in Action" book☆147Updated 10 months ago
- An implementation of AlphaZero, trained to master Tic-Tac-Toe and Four in a row☆21Updated 2 years ago
- ☆51Updated 2 years ago
- ☆12Updated 4 years ago
- A clean implementation based on Expert Iterations for any game, inspired by alpha-zero-general☆44Updated 2 years ago
- ☆23Updated 3 years ago
- On-the-fly conversions between Jax and NumPy tensors☆51Updated 2 years ago
- Single player Alpha Zero implementation☆41Updated 3 years ago
- A structured implementation of MuZero☆204Updated 2 years ago
- Quantum Transformers for High Energy Physics Analysis at the Large Hadron Collider☆37Updated last month
- A clean implementation of MuZero and AlphaZero following the AlphaZero General framework. Train and Pit both algorithms against each othe…☆158Updated 4 years ago
- Interactive textbook on state-space models☆189Updated last year
- Modular framework for Reinforcement Learning in python☆172Updated 2 years ago
- PennyLane/PyTorch implementation of Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning (Skolik et al., 2021)☆37Updated 2 years ago