15 citations · 83 across the 22 of their papers we have counts for
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cs.AI2019★ 1 cited
A Scheme for Dynamic Risk-Sensitive Sequential Decision Making
Shuai Ma, Jia Yuan Yu, Ahmet Satir
We present a scheme for sequential decision making with a risk-sensitive objective and constraints in a dynamic environment. A neural network is trained as an approximator of the m…
cs.AI2018★ 3 cited
State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning
Shuai Ma, Jia Yuan Yu
In the framework of MDP, although the general reward function takes three arguments-current state, action, and successor state; it is often simplified to a function of two argument…