google-deepmind / mctxLinks
Monte Carlo tree search in JAX
☆2,501Updated 2 months ago
Alternatives and similar repositories for mctx
Users that are interested in mctx are comparing it to the libraries listed below
Sorting:
- Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.☆902Updated last year
- Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.☆838Updated 8 months ago
- MuZero☆2,665Updated 9 months ago
- ☆1,331Updated last month
- ☆900Updated last year
- ☆2,760Updated last year
- Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.☆1,065Updated last month
- Really Fast End-to-End Jax RL Implementations☆899Updated 9 months ago
- A JAX research toolkit for building, editing, and visualizing neural networks.☆1,796Updated this week
- JAX-based neural network library☆3,053Updated last week
- Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/☆2,397Updated last week
- ♟️ Vectorized RL game environments in JAX☆487Updated 3 months ago
- A library of reinforcement learning components and agents☆3,716Updated 3 weeks ago
- Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)☆1,271Updated 6 months ago
- Massively parallel rigidbody physics simulation on accelerator hardware.☆2,727Updated last week
- Optax is a gradient processing and optimization library for JAX.☆1,924Updated this week
- C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.☆1,160Updated 10 months ago
- A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.☆2,863Updated last week
- Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.☆1,568Updated this week
- Mastering Diverse Domains through World Models☆1,944Updated 2 months ago
- ☆778Updated 3 weeks ago
- 🕹️ A diverse suite of scalable reinforcement learning environments in JAX☆737Updated last week
- ☆713Updated 2 years ago
- A Graph Neural Network Library in Jax☆1,433Updated last year
- JAX - A curated list of resources https://github.com/google/jax☆1,842Updated 4 months ago
- The NetHack Learning Environment☆955Updated last year
- Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research☆734Updated 3 months ago
- Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)☆487Updated last month
- Cramming the training of a (BERT-type) language model into limited compute.☆1,336Updated last year
- Mastering Atari with Discrete World Models☆947Updated 2 years ago