Rethinking Deep Thinking: Stable Learning of Algorithms using Lipschitz Constraints

Jay Bear, Adam Prügel-Bennett, Jonathon Hare

Iterative algorithms solve problems by taking steps until a solution is reached. Models in the form of Deep Thinking (DT) networks have been demonstrated to learn iterative algorit…