Discovering latent causes in reinforcement learning

By Samuel J. Gershman, Kenneth A. Norman, Yael Niv. 2015

152 citations recorded by the source corpus.

Subfields: Cognitive Neuroscience, Developmental and Educational Psychology

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Cognitive Neuroscience

1. Doina Precup
2. Irina Rish
3. Khimya Khetarpal
4. Matthew Riemer

In Developmental and Educational Psychology

1. Doina Precup

Citations in the corpus

• Towards Continual Reinforcement Learning: A Review and Perspectives (2020, background): “It has been demonstrated that human RL attempts to identify the causal structure in the task at hand (Gershman, 2017; Gershman, Norman, and Niv, 2015).”
• Dopamine reward prediction errors reflect hidden state inference across time (2017, unknown): “However, in the real world, stimuli often provide ambiguous information about states; the true underlying states are “hidden” and must therefore be inferred 6,7 .”