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JAIR
2007
77views more  JAIR 2007»
13 years 7 months ago
Graph Abstraction in Real-time Heuristic Search
Vadim Bulitko, Nathan R. Sturtevant, Jieshan Lu, T...
IJCNN
2007
IEEE
14 years 1 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 7 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 7 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 7 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