Cognitive Robots Learning Failure Contexts Through Experimentation

We propose a lifelong experimental learning method for cognitive robots to build and transfer knowledge among appropriate contexts. Experience gained through learning is used as a guide to future decisions of robots for both efficiency and robustness.