Partially Observable Planning and Learning for Systems with Non-Uniform Dynamics

Nicholas Collins, Hanna Kurniawati

We propose a neural network architecture, called TransNet, that combines planning and model learning for solving Partially Observable Markov Decision Processes (POMDPs) with non-un…