It means being comfortable with failure, provided it’s fast and affordable. It also means developing a marketing operating model that values iteration over perfection.

In this article, an accelerated value iteration-based safe Q-learning (SQL) algorithm is developed to design the tracking controller for unknown nonlinear systems. First, an augmented Q-function, ...

A value iteration approach based solely on input/output measurements is proposed to solve linear quadratic (LQ) optimal control problems for single-input, single-output (SISO) continuous-time systems.

Google's trust patent describes a system that ranks websites based on user behavior and links from trusted websites.

This repository contains implementations of several reinforcement learning algorithms for solving Markov Decision Processes (MDPs) and Partially Observable Markov Decision Processes (POMDPs), ...