Risk-Averse Action Selection Using Extreme Value Theory Estimates of the CVaR

Dylan Troop, Frédéric Godin, Jia Yuan Yu

In a wide variety of sequential decision making problems, it can be important to estimate the impact of rare events in order to minimize risk exposure. A popular risk measure is th…