Computational Models of Behavior, part 2
How to fit reinforcement learning models to behavioral data using hierarchical Bayesian inference.
Nov 13, 2021
Computational Models of Behavior, part 1
How to fit reinforcement learning models to behavioral data using Maximum Likelihood Estimation.
Oct 25, 2021
Bandit Cats and Exploration-Exploitation Trade-Off
An interactive application that demonstrates the differences in reinforcement learning algorithms for dealing with the multi-armed bandit problem.
May 13, 2021
How to Deal with Multi-Armed Bandit Problem
How to get maximum performance of your A/B test when you have any prior information about users.
Apr 1, 2019