Download DAC Distributed Adaptive Control - BCBT
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Cybernetics Through action, the agent in the world will produce a mixture of interoceptive and exteroceptive signals. The term perception refers to a generic combination of exteroception and interoception, and represents a generic signal to be used as an input by a control system. With all its simplicity, the combination of elementary perception action loops can give rise to what will appear as complex, goal-oriented behaviour. The Braitenberg vehicles are a famous example (Braitenberg, 1986). The simplest kind of Braitenberg vehicle had just two perception-action loops, where a light sensor was coupled to a motor controlling a wheel. Having the light sensors in opposite sides of the vehicle’s front, and the wheels set up in parallel, very simple arrangements of the control loops resulted in the robots moving towards or away from a light source or even circling around it. An external observer would then attribute special characteristics to each vehicle, for instance, the characteristic of ‘fear’ to the vehicle that when it perceives a light will escape in the opposite direction, since it will appear that this vehicle prefers to remain unnoticed in dark places (see Fig. 1). + + + + Figure 1. Example of Braitenberg vehicles expressing ‘fear’ and ‘love’. These synthetic examples of direct sensorimotor coupling driving navigation has its biological counterpart in bacterial chemotaxis. Bacteria can orient themselves towards food sources or flee poison provided that chemical receptors result in the excitation of their ipsilateral or contralateral motor effectors, the flagella. 37