Dynamic probabilistic logic models for effective abstractions in RL

Harsha Kokel, Arjun Manoharan, Sriraam Natarajan +2

State abstraction enables sample-efficient learning and better task transfer in complex reinforcement learning environments. Recently, we proposed RePReL (Kokel et al. 2021), a hie…