Code to replicate experiments in Inverse Reinforcement Learning from Failure. (Shiarlis et al AAMAS 2016) To replicate experiments run the experiments.py script within the gridworld folder. Results will appear in gridworld/results/aamas IRLF_aamas2016_Replicate