Reward tampering problems and solutions in reinforcement learning: a causal influence diagram perspective
Tom Everitt, Marcus Hütter, Ramana Kumar, Victoria Krakovna
Topics & Concepts
Reinforcement learningPerspective (graphical)Computer scienceFunction (biology)BiddingProcess (computing)Artificial intelligenceReinforcementOrder (exchange)PsychologySocial psychologyEconomicsFinanceEvolutionary biologyOperating systemMarketingBiologyBusinessReinforcement Learning in RoboticsEthics and Social Impacts of AISoftware Engineering Research