110 search results - page 3 / 22 » Learning Action Strategies for Planning Domains |
FLAIRS
2003
13 years 6 months ago
2003
In our previous research, we investigated the properties of case-based plan recognition with incomplete plan libraries. Incremental construction of plan libraries along with retri...
IJCAI
2003
13 years 6 months ago
2003
Relaxed plans are used in the heuristic search planner FF for computing a numerical heuristic and extracting helpful actions. We present a novel way for extracting information fro...
ROBOCUP
2007
Springer
13 years 11 months ago
2007
Springer
Abstract. Two main challenges of robot action planning in real domains are uncertain action effects and dynamic environments. In this paper, an instance-based action model is lear...
AAAI
1996
13 years 6 months ago
1996
We formalize a model for supervised learning of action strategies in dynamic stochastic domains and show that PAC-learning results on Occam algorithms hold in this model as well. W...
ICCBR
1997
Springer
13 years 9 months ago
1997
Springer
Planning by analogical reasoning is a learning method that consists of the storage, retrieval, and replay of planning episodes. Planning performance improves with the accumulationa...