Simplification of Risk Averse POMDPs with Performance Guarantees

Yaacov Pariente, Vadim Indelman

Risk averse decision making under uncertainty in partially observable domains is a fundamental problem in AI and essential for reliable autonomous agents. In our case, the problem…