Peter Diem
Surgery · 2007–2019
A researcher in the Science corpus: 7 papers; trusts 11 researchers and is trusted by 10 researchers here, as inferred from the citation graph.
Subfields
- Surgery — 26 citations into it; #86 of 1,106 by trust here, #469 by citations
- Endocrinology, Diabetes and Metabolism — 20 citations into it; #54 of 623 by trust here, #320 by citations
- Reinforcement Learning — 17 citations into it
- Statistics and Probability — 11 citations into it
- Artificial Intelligence — 10 citations into it
- Control and Systems Engineering — 5 citations into it
- Genetics — 5 citations into it; #4,514 of 6,854 by trust here, #5,952 by citations
Whom Peter Diem trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Richard S. Sutton
- John N. Tsitsiklis
- Elena Daskalaki
- Vijay R. Konda
- Atul J. Butte
- Dimitri P. Bertsekas
- Boris P. Kovatchev
- Mariano De Paula
- Andrew Barto
- Benjamin Van Roy
Who trusts Peter Diem overall
- Iván Contreras
- Mariano De Paula
- Chao Yu
- Elena Daskalaki
- Josep Vehí
- Gerardo Gabriel Acosta
- Jiming Liu
- Susan A. Murphy
- Ernesto C. Martínez
Papers from Peter Diem's perspective
Ordered by how strongly the researchers Peter Diem trusts endorse each paper. Same corpus, a different order for every researcher.
- Actor-Critic Algorithms
- Learning to predict by the methods of temporal differences
- Neuro-Dynamic Programming
- An Analysis of Temporal-Difference Learning with Function Approximation
- An Actor-Critic based controller for glucose regulation in type 1 diabetes
- OnActor-Critic Algorithms (SIAM Journal of Control and Optimization)
- A Critical Assessment of Algorithms and Challenges in the Development of a Closed-Loop Artificial Pancreas
- In Silico Preclinical Trials
- Simple Statistical Gradient-Following Algorithms for Connectionist Reinforcement Learning
- Ieee Transactions on Systems, Man and Cybernetics—part C: Applications and Reviews 1 a Survey of Actor-critic Reinforcement Learning: Standard and Natural Policy Gradients
Their papers
- An Actor-Critic based controller for glucose regulation in type 1 diabetes (2013) — 49 citations
- A Dual Mode Adaptive Basal-Bolus Advisor Based on Reinforcement Learning (2019) — 68 citations
- Model-Free Machine Learning in Biomedicine: Feasibility Study in Type 1 Diabetes (2016) — 67 citations
- Personalized tuning of a reinforcement learning control algorithm for glucose regulation (2013) — 35 citations
- Effect of valsartan on the incidence of diabetes and cardiovascular events. (2010) — 648 citations
- Preliminary results of a novel approach for glucose regulation using an Actor-Critic learning based controller (2010) — 10 citations
- Outcomes associated with drug-eluting and bare-metal stents: a collaborative network meta-analysis. (2007) — 1,519 citations