We provide a good variety of learning algorithms and agents. Unfortunately, right now the code is going through some changes, and not all the learning code has been updated, so it may not work.
Returns test and subset.
Code for layered feed-forward networks Network is represented as a list of lists of units. Perceptron updating - simple version without lower bound on delta Hertz, Krogh, and Palmer, eq. Given an MDP, determine the q-values of the states. MUST be the old value not the new. Target is encoded as a decision list.