Exploring Action-Centric Representations Through the Lens of Rate-Distortion Theory

Author:

De Llanza Varona Miguel,Buckley Christopher,Millidge Beren

Publisher

Springer Nature Switzerland

Reference23 articles.

1. Alemi, A., Poole, B., Fischer, I., Dillon, J., Saurous, R.A., Murphy, K.: Fixing a broken ELBO. In: International Conference on Machine Learning, pp. 159–168 (2018)

2. Bardes, A., Ponce, J., LeCun, Y.: VICReg: variance-invariance-covariance regularization for self-supervised learning. arXiv preprint arXiv:2105.04906 (2021)

3. Barlow, H.B.: Possible principles underlying the transformation of sensory messages. Sensory Commun. 1(01), 217–233 (1961)

4. Buckley, C.L., Kim, C.S., McGregor, S., Seth, A.K.: The free energy principle for action and perception: a mathematical review. J. Math. Psychol. 81, 55–79 (2017)

5. Burgess, C.P., et al.: Understanding disentangling in $$\beta $$-VAE. arXiv preprint arXiv:1804.03599 (2018)

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