Before revision:  Extending IRL to MFG , however, is challenging due to the complex notion of mean-field-type equilibria and the coupling between agent-level and population-level dynamics.
After revision:  Extending IRL to MFG , however, is challenging due to the complicated notion of mean-field-type equilibria and the coupling between agent-level and population-level dynamics.