Diversity Through Exclusion (DTE): Niche Identification for Reinforcement Learning through Value-Decomposition

Peter Sunehag, Alexander Sasha Vezhnevets, Edgar Duéñez-Guzmán +2

Many environments contain numerous available niches of variable value, each associated with a different local optimum in the space of behaviors (policy space). In such situations i…