Did I do that? Blame as a means to identify controlled effects in reinforcement learning

Oriol Corcoll, Youssef Mohamed, Raul Vicente

Identifying controllable aspects of the environment has proven to be an extraordinary intrinsic motivator to reinforcement learning agents. Despite repeatedly achieving State-of-th…