AlexMGitHub / Checkers-MCTSLinks
A project to train a neural network to play Checkers through self-play combined with Monte Carlo Tree Search.
☆57Updated 3 years ago
Alternatives and similar repositories for Checkers-MCTS
Users that are interested in Checkers-MCTS are comparing it to the libraries listed below
Sorting:
- A fast, generalized, and modified implementation of Deepmind's distinguished AlphaZero in PyTorch.☆77Updated 6 months ago
- The absolute most basic example of AlphaZero and Monte Carlo Tree Search I could come up with☆216Updated 2 years ago
- fast + parallel AlphaZero in JAX☆97Updated 6 months ago
- A clean implementation based on Expert Iterations for any game, inspired by alpha-zero-general☆44Updated 2 years ago
- MiniZero: An AlphaZero and MuZero Training Framework☆94Updated 4 months ago
- AlphaZero in JAX☆77Updated last year
- A PyTorch implementation of DeepMind's AlphaZero agent to play Go and Gomoku board games☆140Updated 8 months ago
- A clean implementation of MuZero and AlphaZero following the AlphaZero General framework. Train and Pit both algorithms against each othe…☆158Updated 4 years ago
- fast + parallel AlphaZero in PyTorch☆12Updated last year
- Accelerated Quality-Diversity☆305Updated last week
- A PyTorch implementation of DeepMind's MuZero agent☆35Updated last year
- ♟️ Vectorized RL game environments in JAX☆487Updated 3 months ago
- Clean, tested, & modular AlphaZero implementation with multiplayer support.☆17Updated 6 years ago
- ☆51Updated 2 years ago
- An environment of the board game Go using OpenAI's Gym API☆173Updated 3 years ago
- ☆29Updated 2 years ago
- cfrx is a collection of algorithms and tools for hardware-accelerated Counterfactual Regret Minimization (CFR) algorithms in Jax.☆32Updated 10 months ago
- Gymnasium extension for DarkSouls III, Elden Ring, and other Souls games☆133Updated 8 months ago
- A project that provides help for using DeepMind's mctx on gym-style environments.☆60Updated 7 months ago
- A C++ pytorch implementation of MuZero☆38Updated last year
- ⚡ Flashbax: Accelerated Replay Buffers in JAX☆238Updated 3 months ago
- A simple and highly efficient RTS-game-inspired environment for reinforcement learning (formerly Gym-MicroRTS)☆257Updated 11 months ago
- A grid-world game engine for game AI research☆243Updated last year
- 🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL☆335Updated last week
- Monte Carlo tree search in JAX, with functionality to continue search from a previous subtree☆20Updated last month
- ☆56Updated last year
- "Age of Empires II" Learning Environment☆72Updated 3 years ago
- ☆220Updated last year
- Baselines for gymnax 🤖☆67Updated 2 years ago
- ☆80Updated 7 months ago