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Danil V. Prokhorov

◀ ▶ joint publications with Jyotirmoy V. Deshmukh

> Home > Persons > Danil V. Prokhorov

Publications

2024
[i20]
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  - journals/corr/abs-2403-15826
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  - https://dblp.org/rec/journals/corr/abs-2403-15826
Navid Hashemi, Bardh Hoxha, Danil V. Prokhorov, Georgios Fainekos, Jyotirmoy Deshmukh:
Scaling Learning based Policy Optimization for Temporal Tasks via Dropout. CoRR abs/2403.15826 (2024)
2023
[c72]
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  - conf/amcc/HashemiQDFHP023
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  - https://dblp.org/rec/conf/amcc/HashemiQDFHP023
Navid Hashemi, Xin Qin, Jyotirmoy V. Deshmukh, Georgios Fainekos, Bardh Hoxha, Danil V. Prokhorov, Tomoya Yamaguchi:
Risk-Awareness in Learning Neural Controllers for Temporal Logic Objectives. ACC 2023: 4096-4103
[c69]
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  - conf/iccps/HashemiH0PFD23
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Navid Hashemi, Bardh Hoxha, Tomoya Yamaguchi, Danil V. Prokhorov, Georgios Fainekos, Jyotirmoy Deshmukh:
A Neurosymbolic Approach to the Verification of Temporal Logic Properties of Learning-enabled Control Systems. ICCPS 2023: 98-109
[i18]
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  - journals/corr/abs-2303-05394
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  - https://dblp.org/rec/journals/corr/abs-2303-05394
Navid Hashemi, Bardh Hoxha, Tomoya Yamaguchi, Danil V. Prokhorov, Georgios Fainekos, Jyotirmoy Deshmukh:
A Neurosymbolic Approach to the Verification of Temporal Logic Properties of Learning enabled Control Systems. CoRR abs/2303.05394 (2023)
2022
[i14]
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  - journals/corr/abs-2210-07439
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  - https://dblp.org/rec/journals/corr/abs-2210-07439
Navid Hashemi, Xin Qin, Jyotirmoy V. Deshmukh, Georgios Fainekos, Bardh Hoxha, Danil V. Prokhorov, Tomoya Yamaguchi:
Risk-Awareness in Learning Neural Controllers for Temporal Logic Objectives. CoRR abs/2210.07439 (2022)
2020
[c59]
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  - conf/memocode/0001HPD20
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Tomoya Yamaguchi, Bardh Hoxha, Danil V. Prokhorov, Jyotirmoy V. Deshmukh:
Specification-guided Software Fault Localization for Autonomous Mobile Systems. MEMOCODE 2020: 1-12
2019
[c58]
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  - conf/iccad/DeshmukhKYP19
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Jyotirmoy V. Deshmukh, James Kapinski, Tomoya Yamaguchi, Danil V. Prokhorov:
Learning Deep Neural Network Controllers for Dynamical Systems with Safety Guarantees: Invited Paper. ICCAD 2019: 1-7

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