Sam Toyer

Action Schema Networks: Generalised Policies With Deep Learning

2018 · Proceedings of the AAAI Conference on Artificial Intelligence

In this paper, we introduce the Action Schema Network (ASNet): a neural network architecture for learning generalised policies for probabilistic planning problems. By mimicking the relational structure of planning problems, ASNets are able to adopt …