The writeup gives insights into what Reinforcement Learning is, how it works, highlightsits various problems, and highlights the problem of sparse reward setting and how it is overcome using latest research strategies, and specifically touches upon Evolution Strategy algorithm and its advantages when applied to Reinforcement Learning problems.