Step 1: Concept
The color of light emitted by an LED depends on the bandgap energy of the semiconductor material used.
Step 2: Analysis
Aluminium Gallium Arsenide (AlGaAs) is a semiconductor material with a specific energy gap that corresponds to the infrared region of the electromagnetic spectrum.
Step 3: Conclusion
Therefore, LEDs made from AlGaAs are primarily used to emit infrared radiation.
Final Answer: (B)