On the Relationship Between Active Inference and Control as Inference

Author:

Millidge Beren,Tschantz Alexander,Seth Anil K.,Buckley Christopher L.

Publisher

Springer International Publishing

Reference38 articles.

1. Abdolmaleki, A., Springenberg, J.T., Tassa, Y., Munos, R., Heess, N., Riedmiller, M.: Maximum a posteriori policy optimisation. arXiv preprint arXiv:1806.06920 (2018)

2. Attias, H.: Planning by probabilistic inference. In: AISTATS. Citeseer (2003)

3. Baltieri, M., Buckley, C.L.: The modularity of action and perception revisited using control theory and active inference. In: Artificial Life Conference Proceedings, pp. 121–128. MIT Press (2018)

4. Baltieri, M., Buckley, C.L.: Generative models as parsimonious descriptions of sensorimotor loops. arXiv preprint arXiv:1904.12937 (2019)

5. Beal, M.J.: Variational algorithms for approximate Bayesian inference. Ph.D. thesis, UCL (University College London) (2003)

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