2178 search results - page 51 / 436 » Inferring complex plans |
AIPS
2007
13 years 11 months ago
2007
We study the complexity of sequentially-optimal classical planning, and discover new problem classes for whose such optimization is tractable. The results are based on exploiting ...
ISIPTA
2005
IEEE
14 years 2 months ago
2005
IEEE
Graph-theoretical representations for sets of probability measures (credal networks) generally display high complexity, and approximate inference seems to be a natural solution fo...
APNOMS
2006
Springer
14 years 17 days ago
2006
Springer
Distributed computing systems are continuously increasing in complexity and cost of managing, and system management tasks require significantly higher levels of autonomic managemen...
ICML
1990
IEEE
14 years 27 days ago
1990
IEEE
Given an adequate simulation model of the task environment and payoff function that measures the quality of partially successful plans, competition-based heuristics such as geneti...
JAIR
2007
13 years 8 months ago
2007
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 ...