kaesve / muzero
A clean implementation of MuZero and AlphaZero following the AlphaZero General framework. Train and Pit both algorithms against each other, and investigate reliability of learned MuZero MDP models.
☆157Updated 3 years ago
Alternatives and similar repositories for muzero:
Users that are interested in muzero are comparing it to the libraries listed below
- Pytorch Implementation of MuZero☆349Updated last year
- A structured implementation of MuZero☆207Updated 2 years ago
- ☆298Updated 3 months ago
- An environment of the board game Go using OpenAI's Gym API☆174Updated 2 years ago
- A simple implementation of MuZero algorithm for connect4 game☆97Updated 4 years ago
- Scalable implementation of DREAM - Deep RL for multi-agent imperfect information games☆114Updated 7 months ago
- Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO☆196Updated 2 years ago
- Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and obser…☆64Updated last year
- Modular framework for Reinforcement Learning in python☆172Updated 2 years ago
- Experimentation with Regularized Nash Dynamics on a GPU accelerated game☆46Updated last year
- Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.☆888Updated last year
- SBX: Stable Baselines Jax (SB3 + Jax) RL algorithms☆423Updated 2 weeks ago
- Accelerated Quality-Diversity☆280Updated this week
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆297Updated last year
- An API conversion tool for popular external reinforcement learning environments☆156Updated 2 months ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆216Updated last year
- A simple and highly efficient RTS-game-inspired environment for reinforcement learning (formerly Gym-MicroRTS)☆242Updated 8 months ago
- Benchmarking the Spectrum of Agent Capabilities☆423Updated last year
- A project that provides help for using DeepMind's mctx on gym-style environments.☆56Updated 4 months ago
- OpenAI Gym wrapper for ViZDoom enviroments☆69Updated 3 years ago
- ♟️ Vectorized RL game environments in JAX☆456Updated 2 weeks ago
- ☆67Updated 3 years ago
- OpenAI Gym wrapper for the DeepMind Control Suite☆211Updated 10 months ago
- DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (…☆468Updated 11 months ago
- CuLE: A CUDA port of the Atari Learning Environment (ALE)☆236Updated 2 years ago
- Partially Observable Process Gym☆183Updated 8 months ago
- Vectorized interface for reinforcement learning environments☆139Updated last year
- Code for the paper "Leveraging Procedural Generation to Benchmark Reinforcement Learning"☆171Updated last year
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆109Updated 7 months ago
- ☆217Updated 4 months ago