388 search results - page 22 / 78 » Learning to Optimize Plan Execution in Information Agents |
LAMAS
2005
Springer
14 years 1 months ago
2005
Springer
In this paper we report on using a relational state space in multi-agent reinforcement learning. There is growing evidence in the Reinforcement Learning research community that a r...
SAINT
2003
IEEE
14 years 23 days ago
2003
IEEE
In this paper we outline a framework for performing automated discovery, composition and execution of web services based solely on the information available in interface descripti...
ATAL
2000
Springer
13 years 12 months ago
2000
Springer
Agents often have preference models that are more complicated than minimizing the expected execution cost. In this paper, we study how they should act in the presence of uncertaint...
AIPS
2008
13 years 9 months ago
2008
We present a faster method of solving optimal planning problems and show that our solution performs up to an order of magnitude faster than Satplan on a variety of problems from t...
AAAI
2008
13 years 9 months ago
2008
This work addresses the problem of efficiently learning action schemas using a bounded number of samples (interactions with the environment). We consider schemas in two languages-...