Individual agent plans are adapted because the world is not as expected or because one agent communicates a novel plan to another. Adaptation through communication requires that the knowledge representation is uniform for all agents. The benefits of adaptation can be measured by reduced effort to achieve problem-solving tasks. Cooperative plans are gained through adaptation alone.