110 search results - page 1 / 22 » Learning Action Strategies for Planning Domains |
AI
1999
Springer
13 years 4 months ago
1999
Springer
There are many different approaches to solving planning problems, one of which is the use of domain specific control knowledge to help guide a domain independent search algorithm. ...
EVOW
2003
Springer
13 years 9 months ago
2003
Springer
ECAI
2010
Springer
13 years 5 months ago
2010
Springer
We investigate the problem of learning action effects in partially observable STRIPS planning domains. Our approach is based on a voted kernel perceptron learning model, where act...
JAIR
2007
13 years 4 months ago
2007
This paper describes Marvin, a planner that competed in the Fourth International Planning Competition (IPC 4). Marvin uses action-sequence-memoisation techniques to generate macro...
AIPS
2011
12 years 8 months ago
2011
Applying learning techniques to acquire action models is an area of intense research interest. Most previous works in this area have assumed that there is a significant amount of...