reinforcement learning (rl) model Search Results


reinforcement learning model  (SoftMax Inc)
90
SoftMax Inc reinforcement learning model
Reinforcement Learning Model, supplied by SoftMax Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/reinforcement+learning+(rl)+model/reinforcement+learning+model/pmc03419784-674-45-44
Average 90 stars, based on 1 article reviews
reinforcement learning model - by Bioz Stars, 2026-09
90/100 stars
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deep reinforcement learning model  (IEEE Access)
90
IEEE Access deep reinforcement learning model
Deep Reinforcement Learning Model, supplied by IEEE Access, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/reinforcement+learning+(rl)+model/deep+reinforcement+learning+model/10__1007_slash_s10462___024___10706___5-616-4-12
Average 90 stars, based on 1 article reviews
deep reinforcement learning model - by Bioz Stars, 2026-09
90/100 stars
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reinforcement learning models  (Siemens AG)
90
Siemens AG reinforcement learning models
Reinforcement Learning Models, supplied by Siemens AG, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/reinforcement+learning+(rl)+model/reinforcement+learning+models/10__1016_slash_j__isci__2025__112900-322-1-0
Average 90 stars, based on 1 article reviews
reinforcement learning models - by Bioz Stars, 2026-09
90/100 stars
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reinforcement learning model  (Amomed Pharma GmbH)
90
Amomed Pharma GmbH reinforcement learning model
Summary of included studies.
Reinforcement Learning Model, supplied by Amomed Pharma GmbH, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/reinforcement+learning+(rl)+model/reinforcement+learning+model/pmc07390703-20-40-48
Average 90 stars, based on 1 article reviews
reinforcement learning model - by Bioz Stars, 2026-09
90/100 stars
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reinforcement learning modeling approach  (Wolters Kluwer Health)
86
Wolters Kluwer Health reinforcement learning modeling approach
Summary of included studies.
Reinforcement Learning Modeling Approach, supplied by Wolters Kluwer Health, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/reinforcement+learning+(rl)+model/approach+learning+modeling+reinforcement/10__34067_slash_kid__0000001212-188-17-2
Average 86 stars, based on 1 article reviews
reinforcement learning modeling approach - by Bioz Stars, 2026-09
86/100 stars
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Image Search Results


Summary of included studies.

Journal: Surgery

Article Title: Decision Analysis and Reinforcement Learning in Surgical Decision-Making

doi: 10.1016/j.surg.2020.04.049

Figure Lengend Snippet: Summary of included studies.

Article Snippet: Komorowski 45 , Machine learning , Retrospective review , Patients admitted to ICU with sepsis , 96,156 , A reinforcement learning model recommended intravenous fluid and vasopressor strategies, mortality was lowest when decisions made by clinicians matched recommendations from the reinforcement learning model , NIHR, EPSRC, Orion Corp, Amomed Pharma, Ferring Pharma, Tenax Therapeutics, Baxter, Bristol-Mysers Squibb, GSK, HCA International, Philips Healthcare, Fresenius-KABI.

Techniques: Diagnostic Assay, Biomarker Discovery, Clinical Proteomics, Functional Assay

The unique strengths and weaknesses of decision analysis and reinforcement learning suggest complementary roles in augmenting clinical reasoning.

Journal: Surgery

Article Title: Decision Analysis and Reinforcement Learning in Surgical Decision-Making

doi: 10.1016/j.surg.2020.04.049

Figure Lengend Snippet: The unique strengths and weaknesses of decision analysis and reinforcement learning suggest complementary roles in augmenting clinical reasoning.

Article Snippet: Komorowski 45 , Machine learning , Retrospective review , Patients admitted to ICU with sepsis , 96,156 , A reinforcement learning model recommended intravenous fluid and vasopressor strategies, mortality was lowest when decisions made by clinicians matched recommendations from the reinforcement learning model , NIHR, EPSRC, Orion Corp, Amomed Pharma, Ferring Pharma, Tenax Therapeutics, Baxter, Bristol-Mysers Squibb, GSK, HCA International, Philips Healthcare, Fresenius-KABI.

Techniques:

Input variables from patient assessments and the data from the electronic health record feed decision analysis tools that calculate probability thresholds to inform population-based recommendations. Reinforcement learning models combined with deep learning representation of an expanded set of input data can identify actions yielding the greatest probability of a patient-centered outcome.

Journal: Surgery

Article Title: Decision Analysis and Reinforcement Learning in Surgical Decision-Making

doi: 10.1016/j.surg.2020.04.049

Figure Lengend Snippet: Input variables from patient assessments and the data from the electronic health record feed decision analysis tools that calculate probability thresholds to inform population-based recommendations. Reinforcement learning models combined with deep learning representation of an expanded set of input data can identify actions yielding the greatest probability of a patient-centered outcome.

Article Snippet: Komorowski 45 , Machine learning , Retrospective review , Patients admitted to ICU with sepsis , 96,156 , A reinforcement learning model recommended intravenous fluid and vasopressor strategies, mortality was lowest when decisions made by clinicians matched recommendations from the reinforcement learning model , NIHR, EPSRC, Orion Corp, Amomed Pharma, Ferring Pharma, Tenax Therapeutics, Baxter, Bristol-Mysers Squibb, GSK, HCA International, Philips Healthcare, Fresenius-KABI.

Techniques: