Using Logical Specifications of Objectives in Multi-Objective Reinforcement Learning

Kolby Nottingham, Anand Balakrishnan, Jyotirmoy Deshmukh +1

It is notoriously difficult to control the behavior of reinforcement learning agents. Agents often learn to exploit the environment or reward signal and need to be retrained multip…