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Robotic Recall: Designing Cognitive Robotic Systems Using Working Memory | 
| Author: Will Dodd
Publisher: VDM Verlag Dr. Mueller e.K.
Category: Book
Buy New: $64.00
New (11) Used (4) from $59.45
Sales Rank: 7460312
Media: Paperback
Pages: 176
Number Of Items: 1
Shipping Weight (lbs): 0.6
Dimensions (in): 9.6 x 6.7 x 0.4
ISBN: 3836429454
Dewey Decimal Number: 629
EAN: 9783836429450
ASIN: 3836429454
Publication Date: November 7, 2007
Availability: Usually ships in 24 hours
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Product Description
The field of cognitive robotics attempts to design embodied artificial intelligence systems through inspiration from human psychology. Often in robotics it is assumed that, because hard drives are capable of holding massive amounts of data, a robot should store all information it comes across for use in generating future behaviors. This work shows how this brute-force approach to robotic memory management is flawed and proposes a memory management system based on the principles of John Anderson's ACT-R cognitive architecture. The creation and implementation of this memory system is detailed for a cognitive robot. Three types of memory systems are outlined and implemented for ISAC, a humanoid robot. An adaptive working memory system is also detailed to tie the memory systems to the cognitive control of the robot. Several experiments were conducted to evaluate the performance of the new memory system and to demonstrate correct tuning. This book is addressed to robotic scientists as well as computational psychologists. It is intended to demonstrate some principles of memory design for any researcher studying embodied artificial intelligence.
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