Curiosity Killed or Incapacitated the Cat and the Asymptotically Optimal Agent

Michael K. Cohen, Elliot Catt, Marcus Hutter

Reinforcement learners are agents that learn to pick actions that lead to high reward. Ideally, the value of a reinforcement learner's policy approaches optimality--where the optim…