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๐Ÿค–ย  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

๐Ÿ“ˆย  Benchmarks

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

๐Ÿ› ๏ธย  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

ย * Archived

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