Linear combination of one-step predictive information with an external reward in an episodic policy gradient setting: a critical analysis

Keyan Zahedi, Georg Martius, Nihat Ay

One of the main challenges in the field of embodied artificial intelligence is the open-ended autonomous learning of complex behaviours. Our approach is to use task-independent, in…