An overview of my research for developing safe and explainable robots that interact with humans. research Neuro-Symbolic Apprenticeship Learning Temporal logic-guided reinforcement learning from demonstrations PeGLearn RA-L and ICRA 2023 LfD with STL - 2 RA-L and IROS 2021 LfD with STL - 1 CoRL 2020