<P>This chapter focuses on presenting some key concepts of machine learning, approximate dynamic programming, and the relationships between them. Discussion and comparisons are made based on various ...

In this article, the author explores the reinforcement machine learning technique called Multi-armed Bandits and discusses how it can be applied to areas like website design and clinical trials. BT.

In all, reinforcement learning suffers from the same limitations as regular machine learning. It’s an ideal option for domains that are evolving and where some data is unavailable at the start.

The task of relation extraction is to extract semantic relationships between entities from text, which is an important element in the fields of information extraction, natural language understanding, ...

Artificial intelligence (AI) techniques present a promising solution for modeling complex nonlinear relationships and adaptively responding to changing conditions. This study investigated two advanced ...

Reinforcement learning techniques could be the keys to integrating robots — who use machine learning to output more than words — into the real world.