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Achievement: YOLOAchievement: QuickdrawAchievement: Arctic Code Vault ContributorAchievement: Starstruckx3Achievement: Pull Sharkx2

Achievements

Achievement: YOLOAchievement: QuickdrawAchievement: Arctic Code Vault ContributorAchievement: Starstruckx3Achievement: Pull Sharkx2

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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

🛠️  Tools
elements Building blocks for productive research
granular Fast format and loader for datasets
ninjax General Modules for JAX
portal Fast and reliable distributed systems in Python
handout* Turn Python scripts into handouts with Markdown and figures

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

 * Archived

Pinned Loading

  1. handout handout Public

    Turn Python scripts into handouts with Markdown and figures

    Python 2k 105

  2. dreamerv2 dreamerv2 Public

    Mastering Atari with Discrete World Models

    Python 967 205

  3. dreamerv3 dreamerv3 Public

    Mastering Diverse Domains through World Models

    Python 2.3k 383

  4. crafter crafter Public

    Benchmarking the Spectrum of Agent Capabilities

    Python 484 82

  5. daydreamer daydreamer Public

    DayDreamer: World Models for Physical Robot Learning

    Jupyter Notebook 356 36

  6. director director Public

    Deep Hierarchical Planning from Pixels

    Python 109 24