37 search results - page 5 / 8 » Forward-Chaining Planning in Nondeterministic Domains |
JAIR
2007
14 years 9 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 ...
LPNMR
2005
Springer
15 years 3 months ago
2005
Springer
We present a monitoring tool for plan execution in non-deterministic environments, which are described in an action language, based on non-monotonic logic programming. Thanks to it...
AIPS
2003
14 years 11 months ago
2003
Symbolic universal planning based on the reduced Ordered Binary Decision Diagram (OBDD) has been shown to be an efficient approach for planning in non-deterministic domains. To d...
AAAI
2006
14 years 11 months ago
2006
The importance of the problems of contingent planning with actions that have non-deterministic effects and of planning with goal preferences has been widely recognized, and severa...
NIPS
2008
14 years 11 months ago
2008
Markov Decision Processes (MDPs) have been extensively studied and used in the context of planning and decision-making, and many methods exist to find the optimal policy for probl...