wassname/world-models-pytorch

mirror of https://github.com/wassname/world-models-pytorch.git synced 2026-06-27 16:02:47 +08:00

T

junhong 3ee35e440e Merge remote-tracking branch 'origin/master'

2018-04-12 23:22:57 -04:00

.gitignore

added rnn

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controller.py

added rnn

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dataset.py

finished VAE and VAE loss function, working on dataset

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model.py

added rnn

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README.md

Update README.md

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rnn.py

finished VAE and VAE loss function, working on dataset

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rollouts.py

finished VAE and VAE loss function, working on dataset

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train.py

added rnn

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vae.py

finished VAE and VAE loss function, working on dataset

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README.md

world-models-pytorch

My attempt to implement "World Models" by David Ha and Jurgen Schmidhuber Link: https://arxiv.org/pdf/1803.10122.pdf

The work is in progress

TODOs

Implement MDN-RNN
Implement VAE
Training for VAE
- Random rollouts to create a dataset
- Training function
Training for MDN-RNN
Evolution strategy for training Controller