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Shuai Ma
Publication Activity (10 Years)
Years Active: 2016-2019
Publications (10 Years): 7
Top Topics
Reinforcement Learning
Markov Decision Processes
Markov Processes
Control Policies
Top Venues
CoRR
SMC
Allerton
AAAI
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Publications
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Shuai Ma
,
Jia Yuan Yu
Variance-Based Risk Estimations in Markov Processes via Transformation with State Lumping.
SMC
(2019)
Shuai Ma
,
Jia Yuan Yu
State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning.
AAAI
(2019)
Shuai Ma
,
Jia Yuan Yu
Variance-Based Risk Estimations in Markov Processes via Transformation with State Lumping.
CoRR
(2019)
Shuai Ma
,
Jia Yuan Yu
,
Ahmet Satir
A Scheme for Dynamic Risk-Sensitive Sequential Decision Making.
CoRR
(2019)
Shuai Ma
,
Jia Yuan Yu
Distribution Estimation in Discounted MDPs via a Transformation.
CoRR
(2018)
Shuai Ma
,
Jia Yuan Yu
Transition-based versus state-based reward functions for MDPs with Value-at-Risk.
Allerton
(2017)
Shuai Ma
,
Jia Yuan Yu
Effect of Reward Function Choices in Risk-Averse Reinforcement Learning.
CoRR
(2016)