Abstract
Due to the breadth of the subject, it is no longer possible to provide a review of all of the work being carried out in the field of Artificial Intelligence. However, a more localised review of research taking place in the overlap between engineering, AI and psychology can be meaningfully performed. We show here that while there have been marked successes in the past few years, there is an identifiable set of 'classic' problems that remain to be solved, and which largely direct the work ongoing in this area. This review aims to discuss the directions being taken at the current time, in particular the developing and maturing possibilities provided by neural networks and evolutionary computation, and by the use of our knowledge of the mind in developing artificial agents capable of mimicking our abilities to interact with the environment.
| Original language | English |
|---|---|
| Pages (from-to) | 247-276 |
| Number of pages | 30 |
| Journal | Artificial Intelligence Review |
| Volume | 25 |
| Issue number | 3 |
| DOIs | |
| Publication status | Published - May 2006 |
Keywords
- Artificial Intelligence
- autonomous systems
- complex systems
- evolutionary computation
- neural networks
- robotics
- artificial neural networks
- mobile robot
- knowledge representation
- transmitter release
- learning algorithm
- associative memory
- synatic efficacy
- computer vision
- water retention