37 search results - page 5 / 8 » Forward-Chaining Planning in Nondeterministic Domains |
JAIR
2007
13 years 7 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
14 years 25 days 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
13 years 8 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
13 years 8 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
13 years 8 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...