Unbounded Dynamic Programming via the Q-Transform

Qingyin Ma, John Stachurski, Alexis Akira Toda

We propose a new approach to solving dynamic decision problems with unbounded rewards based on the transformations used in Q-learning. In our case, the objective of the transform i…