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danijar/README.md

Hi there 👋

🤖  AI Algorithms

dreamerv3 Mastering Diverse Domains through World Models
daydreamer DayDreamer: World Models for Physical Robot Learning
director Deep Hierarchical Planning from Pixels
dreamerv2* Mastering Atari with Discrete World Models
dreamer* Dream to Control: Learning Behaviors by Latent Imagination
planet* Learning Latent Dynamics for Planning from Pixels
batch-ppo* Efficient Batched Reinforcement Learning in TensorFlow

📈  Benchmarks

crafter Benchmarking the Spectrum of Agent Capabilities
diamond_env Standardized Minecraft Diamond task for reinforcement learning

🛠️  Tools

zerofun Remote function calls for array data using ZMQ
elements Building blocks for productive research
ninjax General Modules for JAX
handout Turn Python scripts into handouts with Markdown and figures

 * Archived

Pinned

  1. handout handout Public

    Turn Python scripts into handouts with Markdown and figures

    Python 2k 107

  2. dreamerv2 dreamerv2 Public

    Mastering Atari with Discrete World Models

    Python 857 192

  3. dreamerv3 dreamerv3 Public

    Mastering Diverse Domains through World Models

    Python 1k 175

  4. crafter crafter Public

    Benchmarking the Spectrum of Agent Capabilities

    Python 348 58

  5. daydreamer daydreamer Public

    DayDreamer: World Models for Physical Robot Learning

    Jupyter Notebook 230 24

  6. director director Public

    Deep Hierarchical Planning from Pixels

    Python 80 20