Having multiple selves helps learning agents explore and adapt in complex changing worlds
Significance Adaptive agents must continually satisfy a range of distinct and possibly conflicting needs. In most models of learning, a monolithic agent tries to maximize one value that measures how well it balances its needs. However, this task is difficult … Continued