2020
IR-VIC: Unsupervised Discovery of Sub-goals for Transfer in RL
IJCAI 2020poster
We propose a novel framework to identify sub-goals useful for exploration in sequential decision making tasks under partial observability. We utilize the variational intrinsic control framework (Gregor et.al., 2016) which maximizes empowerment -- the ability to reliably reach a diverse set of states…