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JAIR
2007
77views more  JAIR 2007»
13 years 5 months ago
Graph Abstraction in Real-time Heuristic Search
Vadim Bulitko, Nathan R. Sturtevant, Jieshan Lu, T...
IJCNN
2007
IEEE
13 years 12 months ago
PSMS for Neural Networks on the IJCNN 2007 Agnostic vs Prior Knowledge Challenge
— Artificial neural networks have been proven to be
Hugo Jair Escalante, Manuel Montes-y-Gómez,...
JAIR
2007
114views more  JAIR 2007»
13 years 5 months ago
Marvin: A Heuristic Search Planner with Online Macro-Action Learning
This paper describes Marvin, a planner that competed in the Fourth International Planning Competition (IPC 4). Marvin uses action-sequence-memoisation techniques to generate macro...
Andrew Coles, Kate A. Smith
JAIR
2007
127views more  JAIR 2007»
13 years 5 months ago
Learning Symbolic Models of Stochastic Domains
In this article, we work towards the goal of developing agents that can learn to act in complex worlds. We develop a a new probabilistic planning rule representation to compactly ...
Hanna M. Pasula, Luke S. Zettlemoyer, Leslie Pack ...
JAIR
2007
108views more  JAIR 2007»
13 years 5 months ago
Discovering Classes of Strongly Equivalent Logic Programs
We report on a successful experiment of computeraided theorem discovery in the area of logic programming with answer set semantics. Specifically, with the help of computers, we d...
Fangzhen Lin, Yin Chen