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KI
2002
Springer
13 years 8 months ago
Integrating Function Application in State-Based Planning
We present an extension of state-based planning from traditional Strips to function application, allowing to express operator effects as updates. As proposed in PDDL, fluent variab...
Ute Schmid, Marina Müller, Fritz Wysotzki
CP
2005
Springer
14 years 2 months ago
Caching Search States in Permutation Problems
When the search for a solution to a constraint satisfaction problem backtracks, it is not usually worthwhile to remember the assignment that failed, because the same assignment wil...
Barbara M. Smith
ATAL
2008
Springer
13 years 10 months ago
Approximate predictive state representations
Predictive state representations (PSRs) are models that represent the state of a dynamical system as a set of predictions about future events. The existing work with PSRs focuses ...
Britton Wolfe, Michael R. James, Satinder P. Singh
ATAL
2007
Springer
14 years 20 days ago
On discovery and learning of models with predictive representations of state for agents with continuous actions and observations
Models of agent-environment interaction that use predictive state representations (PSRs) have mainly focused on the case of discrete observations and actions. The theory of discre...
David Wingate, Satinder P. Singh
FLAIRS
2007
13 years 11 months ago
Artificial Intelligence for Adaptive Computer Games
Ashwin Ram, Santiago Ontañón, Manish...