world-models topic

List world-models repositories

dreamer

500
Stars
107
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Dream to Control: Learning Behaviors by Latent Imagination

dreamerv2

862
Stars
192
Forks
Watchers

Mastering Atari with Discrete World Models

MuZero

201
Stars
56
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Watchers

A structured implementation of MuZero

retro-contest-sonic

76
Stars
7
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World Models applied to the Open AI Sonic Retro Contest

iris

760
Stars
71
Forks
9
Watchers

Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.

Reinforcement-Learning-Papers

238
Stars
16
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Related papers for reinforcement learning, including classic papers and latest papers in top conferences

WorldModels-A3C

32
Stars
11
Forks
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World Models with A3C on Carracing-v0 in gym

VSG

20
Stars
1
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Learning Robust Dynamics Through Variational Sparse Gating

cwvae-jax

31
Stars
3
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Clockwork VAEs in JAX/Flax

dreamerv3

1.1k
Stars
186
Forks
5
Watchers

Mastering Diverse Domains through World Models