Category

2024

2024
September 8, 2024

tac_drc_po

Wasserstein distributionally robust control of partially observable linear stochastic systems Astghik Hakobyan, and Insoon Yang…
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2024
September 8, 2024

tcst_vessel

Risk-aware Wasserstein distributionally robust control of vessels in natural waterways Juan Moreno Nadales, Astghik Hakobyan,…
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2024
September 8, 2024

l4dc_metarl

On task-relevant loss functions in meta-reinforcement learning Jaeuk Shin, Giho Kim, Howon Lee, Joonho Han,…
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2024
September 8, 2024

lcss_multi

Multiparametric analysis of multi-task Markov decision processes: Structure, invariance, and reducibility Jaeuk Shin, and Insoon…
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2024
September 8, 2024

lcss_regret

Wasserstein distributionally robust regret minimization Youngchae Cho, and Insoon Yang IEEE Control Systems Letters, 8:820-825,…
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2024
September 8, 2024

Aut_pomdp

Anderson acceleration for partially observable Markov decision processes: A maximum entropy approach Mingyu Park, Jaeuk…
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2024
September 29, 2023

t-ase23

Control of fab lifters via deep reinforcement learning: A semi-MDP approach Giho Kim, Jaeuk Shin,…
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