This paper describes the development status of a prototype supervised
intelligent robot for space application for purposes of (1) helping th
e crew of a spacecraft such as the Space Station with various tasks su
ch as holding objects and retrieving/replacing tools and other objects
from/into storage, and for purposes of (2) retrieving detached object
s, such as equipment or crew, that have become separated from their sp
acecraft. In addition to this set of tasks in this low Earth orbiting
spacecraft environment, it is argued that certain aspects of the techn
ology can be viewed as generic in approach, thereby offering insight i
nto intelligent robots for other tasks and environments. Some candidat
e requirements for the space applications are presented which will be
refined by the results of the prototype development and evaluation tes
ting. Our development approach is described, including space simulatio
n environments used in developmental testing. Candidate software archi
tectures and their key technical issues which enable real work in real
environments to be accomplished safely and robustly are addressed. Re
sults of computer simulations of retrieving detached objects, includin
g the situated reasoning/reaction plan approach used, are presented, a
s well as the results of an air bearing floor simulation of retrieving
detached objects. Also described are characterization results on the
usable reduced gravity environment in an aircraft flying parabolas (to
simulate weightlessness) and results on hardware performance there. T
hese results show it is feasible to use that environment for evaluativ
e testing of dexterous grasping based on real-time vision of freely ro
tating and translating objects.