Joint Learning of Reward Machines and Policies in Environments with Partially Known Semantics

Christos Verginis, Cevahir Koprulu, Sandeep Chinchali +1

We study the problem of reinforcement learning for a task encoded by a reward machine. The task is defined over a set of properties in the environment, called atomic propositions,…