Introduces following IRL papers 2000 Algorithms for Inverse Reinforcement Learning 2004 Apprenticeship Learning via Inverse Reinforcement Learning 2006 Maximum Margin Planning 2010 Maximum Entropy Inverse Reinforcement Learning 2011 Nonlinear Inverse Reinforcement Learning with Gaussian Processes 2015 Maximum Entropy Deep Inverse Reinforcement Learning