Which of the following is an example of collusion?

a. A company decides to invest in new technology to improve its product.
b. Two competing companies secretly agree to set their prices at the same high level.
c. A company decides to expand its business into a new geographic area.
d. Two competing companies decide independently to lower their prices to increase sales.