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araffin authored Sep 27, 2018
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# State Representation Learning Zoo with PyTorch
# State Representation Learning Zoo with PyTorch (part of S-RL Toolbox)

A collection of State Representation Learning (SRL) methods for Reinforcement Learning, written using PyTorch.

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- **[experimental]** Reward Prior, Episode-prior, Perceptual Similarity loss (DARLA), Mutual Information loss

Related papers:
- "S-RL Toolbox: Environments, Datasets and Evaluation Metrics for State Representation Learning" (Raffin et al., 2018) [https://arxiv.org/abs/1809.09369](https://arxiv.org/abs/1809.09369)
- "State Representation Learning for Control: An Overview" (Lesort et al., 2018), link: [https://arxiv.org/pdf/1802.04181.pdf](https://arxiv.org/pdf/1802.04181.pdf)
- "Learning State Representations with Robotic Priors" (Jonschkowski and Brock, 2015), link: [http://tinyurl.com/gly9sma](http://tinyurl.com/gly9sma)

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