When Psychology and Technology Converge. The Case of Spatial Cognition
The behaviors of spatial orientation that an organism displays result from its capacity for adapting, knowing, and modifying its
environment; expressed in one word, spatial orientation behaviors result
from its psychology. These behaviors can be extremely simple (consider,
for example, obstacle avoidance, tropisms, taxis, or random walks) but
extremely sophisticated as well: consider for example, intercontinental
migrations, orienting in tangled labyrinths, reaching unapproachable areas. In different species orienting abilities can be innate or the result
of a long learning period in which teachers can be involved. This is the
case for many vertebrates. Moreover, an organism can exploit external
resources that amplify its exploring capacities; it can rely on others help
and in this case what we observe is a sophisticated collective orienting
behavior. An organism can use technological devices as well.
Human beings have widely developed these two strategies - namely either exploring
its own capacities or learning new orienting skills - and thanks to well structured work groups (a crew navigating a boat, for instance) and the
continuous improving of technological devices (geographical maps, satellites, compasses, etc.), they have expanded their habitat and can easily
orient in skies and seas. It also is possible to observe orienting behaviors in an apparently paradoxical condition: exploring a world without
moving ones body. In the present day a lot of interactions between humans and information and communication technologies (mobile phones,
PCs, networks) are achieved using orienting behaviors.
The best example is the World Wide Web: the explorer in this pure-knowledge universe
navigates while keeping his/her body almost completely still. Spatial
orientation behaviors are the final and observable outcome of a long
chain made up by very complex psycho-biological states and processes.
There is no orienting without perception, learning, memory, motivation,
planning, decision making, problem solving, and, in some cases, socialization. Explaining how an organism orients in space requires study of
all human and animal cognition dimensions and, for this reason, psychology, and in more recent years anthropology, ethology, neuroscience
all consider orientation a very interesting field of study.
Building-up artificial systems (digital agents, simulated and physical robots, etc.) that
shows the (almost) same behaviors of natural organisms is a powerful
approach to reach a general theory of (spatial) cognition. In this framework the artificial systems could be viewed as new synthetic organisms
to be behavioral compared with biological systems. On the other hand,
11
this approach could produce more adaptive and efficient systems artificial systems (such as autonomous mobile robots). I will present different
experiments in Evolutionary Robotics designed to explain spatial cognition at different level of complexity (from avoiding behaviors to detour
behaviors). Finally, I will try to delineate some general principles to
building-up adaptive mobile agents.
No comments: