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cs.AI2021
Catastrophe, Compounding & Consistency in Choice
Chris Gagne, Peter Dayan
Conditional value-at-risk (CVaR) precisely characterizes the influence that rare, catastrophic events can exert over decisions. Such characterizations are important for both normal…
cs.AI2021
Two steps to risk sensitivity
Chris Gagne, Peter Dayan
Distributional reinforcement learning (RL) -- in which agents learn about all the possible long-term consequences of their actions, and not just the expected value -- is of great r…