Śaunak Sen
Reinforcement Learning · 2001–2018
A researcher in the Science corpus: 7 papers; trusts 11 researchers and is trusted by 6 researchers here, as inferred from the citation graph.
Subfields
- Reinforcement Learning — 7 citations into it; #1,554 of 2,242 by trust here, #1,750 by citations
- Statistics and Probability — 7 citations into it
- Artificial Intelligence — 5 citations into it
Whom Śaunak Sen trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Richard S. Sutton
- Robert E. Kass
- Martin L. Puterman
- Sebastian Thrun
- Jing Peng
- Ryuichi Oka
- Christopher J. C. H. Watkins
- I. Baird
- William D. Smart
- Adrian E. Raftery
Who trusts Śaunak Sen overall
- R. O’Hara
- Karl W. Broman
- Huihui Li
- S. Jain
- Jonathan Marchini
- Thomas E. Juenger
- Nicholas K. Jong
- Mikko J. Sillanpää
- Jiankang Wang
- Jun Zhu
Papers from Śaunak Sen's perspective
Ordered by how strongly the researchers Śaunak Sen trusts endorse each paper. Same corpus, a different order for every researcher.
- Markov Decision Processes: Discrete Stochastic Dynamic Programming
- Policy Gradient Methods for Reinforcement Learning with Function Approximation
- Efficient Learning and Planning Within the Dyna Framework
- Estimating the Dimension of a Model
- Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
- Learning to predict by the methods of temporal differences
- Actor-Critic Algorithms
- Q-learning
- Reinforcement Learning With High-Dimensional, Continuous Actions
- Dynamic Programming
Their papers
- Kernel-Based Reinforcement Learning (2004) — 139 citations
- Phenotypic Landscape of a Bacterial Cell (2010) — 707 citations
- Bringing the war back home: mental health disorders among 103,788 US veterans returning from Iraq and Afghanistan seen at Department of Veterans Affairs facilities. (2007) — 1,034 citations
- R/qtl2: Software for Mapping Quantitative Trait Loci with High-Dimensional Data and Multiparent Populations (2018) — 383 citations
- Identification and characterization of QTL underlying whole‐plant physiology in Arabidopsis thaliana: δ13C, stomatal conductance and transpiration efficiency (2005) — 193 citations
- R/qtl: QTL Mapping in Experimental Crosses (2003) — 3,347 citations
- A statistical framework for quantitative trait mapping. (2001) — 650 citations