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GOLOG: A Logic Programming Language for Dynamic Domains (1997) [398 citations — 54 self]

by Hector J. Levesque ,  Raymond Reiter ,  Yves Lespérance ,  Fangzhen Lin ,  Richard B. Scherl
Journal of Logic Programming
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Abstract:

This paper proposes a new logic programming language called GOLOG whose interpreter automatically maintains an explicit representation of the dynamic world being modeled, on the basis of user supplied axioms about the preconditions and effects of actions and the initial state of the world. This allows programs to reason about the state of the world and consider the effects of various possible courses of action before committing to a particular behavior. The net effect is that programs may be written at a much higher level of abstraction than is usually possible. The language appears well suited for applications in high level control of robots and industrial processes, intelligent software agents, discrete event simulation, etc. It is based on a formal theory of action specified in an extended version of the situation calculus. A prototype implementation in Prolog has been developed. 1 Introduction Computer systems are often embedded in complex environments with which they interact. In...

Citations

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1220 Some philosophical problems from the standpoint of artificial intelligence – McCarthy, Hayes - 1969
835 Intelligent agents: Theory and practice – Wooldridge, Jennings - 1995
603 Agent-oriented programming – Shoham - 1993
495 The frame problem in the situation calculus: A simple solution (sometimes) and a completeness result for goal regression – Reiter - 1991
233 ADL: Exploring the Middle Ground between STRIPS and the Situation Calculus – Pednault - 1989
211 State constraints revisited – Lin, Reiter - 1994
177 Logics of Time and Computation – Goldblatt - 1987
164 Embracing causality in specifying the indirect effects of actions – Lin - 1995
148 What is planning in the presence of sensing – Levesque - 1996
140 Monotonic solution of the frame problem in the situation calculus: an e cient method for worlds with fully speci ed actions – Schubert - 1990
119 Natural actions, concurrency and continuous time in the situation calculus – Reiter - 1996
118 The synthesis of digital machines with provable epistemic properties – Rosenschein, Kaelbling - 1986
115 Temporal reasoning in the situation calculus – Pinto - 1994
102 Proving properties of states in the situation calculus – Reiter
100 Achieving several goals simultaneously – Waldinger - 1977
94 Transaction logic programming – Bonner, Kifer - 1993
85 A logical approach to high level robot programming { a progress report – Lesperance, Levesque, et al. - 1994
83 An Overview of Transaction Logic – Bonner, Kifer - 1994
80 The frame problem and knowledge-producing actions – Scherl, Levesque - 1993
68 The case for domain-specific frame axioms – Haas - 1987
66 Theorem proving by resolution as a basis for questionanswering systems – Green - 1969
58 Foundations of a logical approach to agent programming – Lespérance, Levesque, et al. - 1996
51 Reasoning about noisy sensors in the situation calculus – Bacchus, Halpern, et al. - 1995
48 Foundations for the situation calculus – Levesque, Pirri, et al. - 1998
30 Denotational Semantics – Stoy - 1977
29 How to progress a database (and why) I. Logical foundations – Lin, Reiter - 1994
25 How to clear a block: a theory of plans – Manna, Waldinger - 1987
22 How to progress a database II: The STRIPS connection – Lin, Reiter - 1995
18 Ability and knowing how in the situation calculus – Lespérance, Levesque, et al.
12 Embedded computation and the semantics of programs – Dixon - 1991
9 Goals and rational action in the situation calculus { a preliminary report – Shapiro, Lesperance, et al.
7 Interval Situation Calculus – Ternovskaia - 1994
7 Modeling complex systems in the situation calculus: A case study using the Dagstuhl steam boiler problem – Kelley - 1996
4 GOLOG as an agent-programming language: Experiments in developing banking applications – Ruman - 1995
3 Reasoning about physical systems with the situation calculus – Kelley - 1996
2 Defining complex actions in the situation calculus – Levesque, Lin, et al. - 1995
1 Robot programs with sensing actions: Specification and implementation – Levesque - 1995