2022
A Distributional Framework for Risk-Sensitive End-to-End Planning in Continuous MDPs
AAAI 2022technical
Recent advances in efficient planning in deterministic or stochastic high-dimensional domains with continuous action spaces leverage backpropagation through a model of the environment to directly optimize action sequences. However, existing methods typically do not take risk into account when optimi…