Sooner than Expected: Hitting the Wall of Complexity in Evolution

Thomas Schmickl, Payam Zahadat, Heiko Hamann

In evolutionary robotics an encoding of the control software, which maps sensor data (input) to motor control values (output), is shaped by stochastic optimization methods to compl…