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Hinge Policy Optimization: Rethinking Policy Improvement and Reinterpreting PPO.
Hsuan-Yu Yao
Ping-Chun Hsieh
Kuo-Hao Ho
Kai-Chun Hu
Liang-Chun Ouyang
I-Chen Wu
Published in:
CoRR (2021)
Keyphrases
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optimal policy
optimization process
policy making
direct search
data sets
search space
significant improvement
optimization problems
optimization algorithm
asymptotically optimal
state dependent
management policies