Developing AI brain is very hard..there are many method..one of them is the neural network..last time, my final project is based of neural agent using C++ for driving automation in simulation where it can learn from the past and copy it from sensor to its hard drive..damn hard..but manage to get thru..that is the only software part, but for the hardware..true humanoid form must mimic human body exactly to function like human..