Detecting Spiky Corruption in Markov Decision Processes

Jason Mancuso, Tomasz Kisielewski, David Lindner +1

Current reinforcement learning methods fail if the reward function is imperfect, i.e. if the agent observes reward different from what it actually receives. We study this problem w…