Name
Abstract | ||
|---|---|---|
Activity scheduling mechanism plays a critical role in the correct behaviour of BDI agents. For example, a robotic agent to serve at home should carry out the right activities at the right times. However the scheduling of deliberation about new beliefs and the scheduling of intention execution have not been carefully studied in most BDI systems. Usually if there is any differentiation of urgency among different tasks, a constant utility/priority value is used by a task selection fnction. We argue that priorities should be allowed to change with time and a linear function of time may not be the best for all tasks. In this paper, we propose to enrich the BDI framework with an extension which consists of 2 processing components, a PCF (Priority Changing Function) Selector and a Priority Controller. With this extension priorities of desires/intentions may have different initial values and may be changed with time according to the chosen PCFs. We propose a method of constructing PCFs which model the change of priorities in human behaviors when dealing with several things at the same time. We also propose a method to realize the change of the priorities of existing desires/intentions due to the generation of new beliefs/desires/intentions if necessary. We show by simulation experiments that Ramp function and especially the Sigmoid function can control the activities of an agent better than constant priorities with respect to getting tasks of various importance and urgency done with smaller Mean Earliness and smaller Mean Tardiness. |
Year | DOI | Venue |
|---|---|---|
2008 | 10.1007/978-3-540-78582-8_73 | KES-AMSTA |
Keywords | Field | DocType |
linear function,bdi framework,ramp function,new belief,sigmoid function,activity scheduling mechanism,bdi agent,bdi system,priority controller,right time,simulation experiment,human behavior | Deliberation,Control theory,Tardiness,Computer science,Scheduling (computing),Ramp function,Activity scheduling,Artificial intelligence,Human behavior,Machine learning,Sigmoid function | Conference |
Volume | ISSN | ISBN |
4953 | 0302-9743 | 3-540-78581-7 |
Citations | PageRank | References |
3 | 0.42 | 7 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Huiliang Zhang | 1 | 42 | 6.89 |
| Shell Ying Huang | 2 | 161 | 19.52 |
| Yuming Chang | 3 | 3 | 0.42 |