Title : 
A theory for mentally developing robots
         
        
        
            Author_Institution : 
Embodied Intelligence Lab., Michigan State Univ., East Lansing, MI, USA
         
        
        
        
        
        
            Abstract : 
This paper introduces a theory about mentally developing robots. The limitation of the traditional agent model is raised and a new SASE agent is proposed, based on our SAIL developmental robot. We formulate the manual development paradigm and autonomous development paradigm. The performance of a developmental robot is then formulated as reaching the norm of a human age group. The framework of autonomously generating brain representation is investigated in mathematical terms. Some techniques of such a representation are provided based on the author´s SAIL-2 developmental algorithm (1996). We establish the conceptual limitation of symbolic representation and from the limitation we propose that no developmental robot can use a symbolic representation. Finally, the completeness of developmental robot is investigated conditioned on five factors.
         
        
            Keywords : 
adaptive control; intelligent control; learning (artificial intelligence); robots; SAIL developmental robot; SASE agent; autonomous development paradigm; autonomously generating brain representation; manual development paradigm; mentally developing robots; symbolic representation; Artificial intelligence; Cognitive robotics; Computer science; Humans; Intelligent robots; Intelligent sensors; Laboratories; Machine learning; Machinery; Testing;
         
        
        
        
            Conference_Titel : 
Development and Learning, 2002. Proceedings. The 2nd International Conference on
         
        
            Print_ISBN : 
0-7695-1459-6
         
        
        
            DOI : 
10.1109/DEVLRN.2002.1011821