Reinforcement Learning-Enabled Control and Design of Rigid-Link Robotic Fish: A Comprehensive Review.
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| Title: | Reinforcement Learning-Enabled Control and Design of Rigid-Link Robotic Fish: A Comprehensive Review. |
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| Authors: | Dinh N; Smart Devices and Intelligent Systems Laboratory, New Mexico Institute of Mining and Technology, Socorro, NM 87801, USA., Vosbein D; Smart Devices and Intelligent Systems Laboratory, New Mexico Institute of Mining and Technology, Socorro, NM 87801, USA., Wang Y; Department of Computer Science, East Texas A&M University, Commerce, TX 75428, USA., Cui Q; Smart Devices and Intelligent Systems Laboratory, New Mexico Institute of Mining and Technology, Socorro, NM 87801, USA. |
| Source: | Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Feb 03; Vol. 26 (3). Date of Electronic Publication: 2026 Feb 03. |
| Publication Type: | Journal Article; Review |
| Journal Info: | Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41682512 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Reinforcement Learning-Enabled Control and Design of Rigid-Link Robotic Fish: A Comprehensive Review. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Dinh+N%22">Dinh N</searchLink>; Smart Devices and Intelligent Systems Laboratory, New Mexico Institute of Mining and Technology, Socorro, NM 87801, USA.<br /><searchLink fieldCode="AU" term="%22Vosbein+D%22">Vosbein D</searchLink>; Smart Devices and Intelligent Systems Laboratory, New Mexico Institute of Mining and Technology, Socorro, NM 87801, USA.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; Department of Computer Science, East Texas A&M University, Commerce, TX 75428, USA.<br /><searchLink fieldCode="AU" term="%22Cui+Q%22">Cui Q</searchLink>; Smart Devices and Intelligent Systems Laboratory, New Mexico Institute of Mining and Technology, Socorro, NM 87801, USA. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101204366%22">Sensors (Basel, Switzerland)</searchLink> [Sensors (Basel)] 2026 Feb 03; Vol. 26 (3). <i>Date of Electronic Publication: </i>2026 Feb 03. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Review – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22MDPI%22">MDPI </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101204366 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1424-8220 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214248220%22">14248220 </searchLink><i>NLM ISO Abbreviation: </i>Sensors (Basel) <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41682512 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/s26030996 Languages: – Code: eng Text: English Titles: – TitleFull: Reinforcement Learning-Enabled Control and Design of Rigid-Link Robotic Fish: A Comprehensive Review. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Dinh N – PersonEntity: Name: NameFull: Vosbein D – PersonEntity: Name: NameFull: Wang Y – PersonEntity: Name: NameFull: Cui Q IsPartOfRelationships: – BibEntity: Dates: – D: 03 M: 02 Text: 2026 Feb 03 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1424-8220 Numbering: – Type: volume Value: 26 – Type: issue Value: 3 Titles: – TitleFull: Sensors (Basel, Switzerland) Type: main |
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