A concise and lucid exposition of the major topics in knowledge representation, from two of the leading authorities in the field.-Stuart Russell, UC Berkeley The information is valuable …
Handbook of Knowledge Representation describes the essential foundations of Knowledge Representation, which lies at the core of Artificial Intelligence (AI). The book provides an up …
To endow computers with common sense is one of the major long-term goals of artificial intelligence research. One approach to this problem is to formalize commonsense reasoning …
We present a dynamic programming approach for the solution of first-order Markov decisions processes. This technique uses an MDP whose dynamics is represented in a …
This paper proposes a method for handling the frame problem for knowledge-producing actions. An example of a knowledge-producing action is a sensing operation performed by a …
H Levesque, F Pirri, R Reiter - 1998 - diva-portal.org
This article gives the logical foundations for the situations-as-histories variant of the situation calculus, focusing on the following items: The language of the situation calculus …
C Boutilier, R Reiter, M Soutchanski, S Thrun - AAAI/IAAI, 2000 - cdn.aaai.org
We propose a framework for robot programming which allows the seamless integration of explicit agent programming with decision-theoretic planning. Specifically, the DTGolog …
Web Service Composition as AI Planning – a Survey∗ Page 1 Web Service Composition as AI Planning – a Survey∗ Joachim Peer March 22, 2005 Abstract This article gives an overview of …
S Shapiro, M Pagnucco, Y Lespérance, HJ Levesque - Artificial Intelligence, 2011 - Elsevier
John McCarthy's situation calculus has left an enduring mark on artificial intelligence research. This simple yet elegant formalism for modelling and reasoning about dynamic …