The creation of intelligent robots is surely one of the most exciting and ch- lenginggoals of Arti?cial Intelligence. A robot is, ?rst of all, nothing but an inanimate machine with motors and sensors. In order to bring life to it, the machine needs to be programmed so as to make active use of its hardware c- ponents. This turns a machine into an autonomous robot. Since about the mid nineties of the past century, robot programming has made impressive progress. State-of-the-art robots are able to orient themselves and move around freely in indoor environments or negotiate di?cult outdoor terrains, they can use stereo vision to recognize objects, and they are capable of simple object manipulation with the help of arti?cial extremities. At a time where robots perform these tasks more and more reliably,weare ready to pursue the next big step, which is to turn autonomous machines into reasoning robots.Areasoning robot exhibits higher cognitive capabilities like following complex and long-term strategies, making rational decisions on a high level, drawing logical conclusions from sensor information acquired over time, devising suitable plans, and reacting sensibly in unexpected situations. All of these capabilities are characteristics of human-like intelligence and ultimately distinguish truly intelligent robots from mere autonomous machines.

From the Back Cover

The book provides an in-depth and uniform treatment of a mathematical

model for reasoning robotic agents. The book also contains an introduction

to a programming method and system based on this model.

The mathematical model, known as the "Fluent Calculus,'' describes how

to use classical first-order logic to set up symbolic models of dynamic

worlds and to represent knowledge of actions and their effects. Robotic

agents use this knowledge and their reasoning facilities to make decisions

when following high-level, long-term strategies. The book covers

the issues of reasoning about sensor input, acting under incomplete

knowledge and uncertainty, planning, intelligent troubleshooting, and many

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