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This post is written to gather a better understanding of recent work done in eigen option discovery using successor representation. I try to list out most of the major ideas building upto eigen option discovery and show results obtained on simple gridworld tasks. I start by introducing proto value functions and move onto eigen option discovery and how the successor representation (SR) comes into play.