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Top 5 world-model Open-Source Projects
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InfluxDB
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Just saw that our video was posted here. For people interested in the research, here is the project website with the research paper: https://danijar.com/daydreamer
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
world-models related posts
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Self-learning of the robot in 1 hour
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It would be cool if there was a machine learning Nes Emulator, that the ai could learn to play automatically and you just run it on your pc till it finds the optimum root.
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Reinforcement learning or computer vision
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Mastering Diverse Domains through World Models - DreamerV3 - Deepmind 2023 - First algorithm to collect diamonds in Minecraft from scratch without human data or curricula! Now with github links!
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Sources of Actor Gradients
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PyDreamer: model-based RL written in PyTorch + integrations with DM Lab and MineRL environments
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Any current state or the art libraries for training agents to play atari games?
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A note from our sponsor - SaaSHub
www.saashub.com | 21 May 2024
Index
What are some of the best open-source world-model projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | dreamerv3 | 1,068 |
| 2 | dreamerv2 | 853 |
| 3 | iris | 757 |
| 4 | dreamer | 485 |
| 5 | daydreamer | 220 |
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