Heuristics: intelligent search strategies for computer problem solving
Heuristics: intelligent search strategies for computer problem solving
Applications of circumscription to formalizing common-sense knowledge
Artificial Intelligence
Frames in the space of situations (research note)
Artificial Intelligence
Artificial intelligence and mathematical theory of computation
Handbook of logic in artificial intelligence and logic programming (vol. 3)
Artificial Intelligence
Using temporal logic to control search in a forward chaining planner
New directions in AI planning
Fast planning through planning graph analysis
Artificial Intelligence
Inferring state constraints for domain-independent planning
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Control knowledge in planning: benefits and tradeoffs
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Using temporal logics to express search control knowledge for planning
Artificial Intelligence
Knowlege in action: logical foundations for specifying and implementing dynamical systems
Knowlege in action: logical foundations for specifying and implementing dynamical systems
Formalizing Commonsense: Papers by John McCarthy
Formalizing Commonsense: Papers by John McCarthy
An ordering on subgoals for planning
Annals of Mathematics and Artificial Intelligence
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Pushing the envelope: planning, propositional logic, and stochastic search
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
Planning for temporally extended goals
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
Heuristic planning: a declarative approach based on strategies for action selection
Artificial Intelligence - Special issue on logical formalizations and commonsense reasoning
Artificial Intelligence
Horn Query Learning with Multiple Refinement
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
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We study the declarative formalization of reasoning strategies by presenting declarative formalizations of: (1) the SNLP algorithm for nonlinear planning, and (2) a particular algorithm for blocks world nonlinear planning proposed in this paper. The formal models of a heuristic forward chaining planner, which can take advantage of declarative formalizations of action selection strategies, and of a reasoning strategy based planner, which can use declarative formalizations of reasoning strategies, are proposed. The effectiveness of these systems is studied from formal and empirical points of view. Empirical results showing how the use of declarative formalizations of reasoning strategies can reduce the amount of search required for solving planning problems (with respect to state of the art planning systems) are presented.