Personal tools
You are here: Home Publications Episodic-Like Memory for Cognitive Robots
About NIFTi
NIFTi is about human-robot cooperation. About teams of robots and humans doing tasks together, interacting together to try and reach a shared goal. NIFTi looks at how the robot could bear the human in mind. Literally. When determining what to do or say next in human-robot interaction; when, and how. NIFTi puts the human factor into cognitive robots, and human-robot team interaction in particular.   Each year, NIFTi evaluates its systems together with several USAR organizations. Rescue personnel teams up with NIFTi robots to carry out realistic missions, in real-life training areas. 
Impressum

This site uses Google Analytics to record statistics on site visits - see Legal information.

 

D. Stachowicz and G.J.M. Kruijff (2012)

Episodic-Like Memory for Cognitive Robots

IEEE Transactions on Autonomous Mental Development, 4(1):1-6.

The article presents an approach to providing a cognitive robot with a long-term memory of experiences – a memory, inspired by the concept of episodic memory (in humans) or episodic-like memory (in animals), respectively. The memory provides means to store experiences, integrate them into more abstract constructs, and recall such content. The article presents an analysis of key characteristics of natural episodic memory systems. Based on this analysis, conceptual and technical requirements for an episodic-like memory for cognitive robots are specified. The article provides a formal design that meets these requirements, and discusses its full implementation in a cognitive architecture for mobile robots. It reports results of simulation experiments which show that the approach can run efficiently in robot applications involving several hours of experience.
Document Actions