Understanding Planning Tasks: Domain Complexity and Heuristic Decomposition

Malte Helmert

jan. 2008 · Springer

E-bog

270

Sider

Bedømmelser og anmeldelser verificeres ikke Få flere oplysninger

Om denne e-bog

Action planning has always played a central role in Artificial Intelligence. Given a description of the current situation, a description of possible actions and a description of the goals to be achieved, the task is to identify a sequence of actions, i.e., a plan that transforms the current situation into one that satisfies the goal description.

This monograph is a revised version of Malte Helmert's doctoral thesis, Solving Planning Tasks in Theory and Practice, written under the supervision of Professor Bernhard Nebel as thesis advisor at Albert-Ludwigs-Universität Freiburg, Germany, in 2006. The book contains an exhaustive analysis of the computational complexity of the benchmark problems that have been used in the past decade, namely the standard benchmark domains of the International Planning Competitions (IPC). At the same time, it contributes to the practice of solving planning tasks by presenting a powerful new approach to heuristic planning. The author also provides an in-depth analysis of so-called routing and transportation problems.

All in all, this book will contribute significantly to advancing the state of the art in automatic planning.

Bedøm denne e-bog

Fortæl os, hvad du mener.

Oplysninger om læsning

Smartphones og tablets

Installer appen Google Play Bøger til Android og iPad/iPhone. Den synkroniserer automatisk med din konto og giver dig mulighed for at læse online eller offline, uanset hvor du er.

Bærbare og stationære computere

Du kan høre lydbøger, du har købt i Google Play via browseren på din computer.

e-læsere og andre enheder

Hvis du vil læse på e-ink-enheder som f.eks. Kobo-e-læsere, skal du downloade en fil og overføre den til din enhed. Følg den detaljerede vejledning i Hjælp for at overføre filerne til understøttede e-læsere.

Rapportér ulovligt indhold