Christian R. Shelton

Reinforcement Learning · 1997–2012

A researcher in the Science corpus: 6 papers; trusts 15 researchers and is trusted by 41 researchers here, as inferred from the citation graph.

Subfields

• Reinforcement Learning — 12 citations into it

Whom Christian R. Shelton trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Satinder Singh
2. Richard S. Sutton
3. Ronald J. Williams
4. Reuven Y. Rubinstein
5. Leonid Peshkin
6. Nicolas Meuleau
7. Doina Precup
8. Michael L. Littman
9. Leslie Pack Kaelbling
10. Eamonn J. Keogh

Who trusts Christian R. Shelton overall

1. Chunming Liu
2. Charles Lee Isbell Jr.
3. Sergey Levine
4. Susan A. Murphy
5. Pawel Wawrzynski
6. Douglas Aberdeen
7. Travis Mandel
8. Xin Xu
9. Vanessa Didelez
10. Jan Peters

Papers from Christian R. Shelton's perspective

Ordered by how strongly the researchers Christian R. Shelton trusts endorse each paper. Same corpus, a different order for every researcher.

1. Simple Statistical Gradient-Following Algorithms for Connectionist Reinforcement Learning
2. Eligibility Traces for Off-Policy Policy Evaluation
3. Reinforcement Learning: An Introduction
4. Gradient-based learning applied to document recognition
5. ImageNet classification with deep convolutional neural networks
6. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
7. Markov Decision Processes: Discrete Stochastic Dynamic Programming
8. Long Short-Term Memory
9. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
10. Residual Algorithms: Reinforcement Learning with Function Approximation

Their papers

• Learning from Scarce Experience (2002) — 75 citations
• Balancing Multiple Sources of Reward in Reinforcement Learning (2000) — 51 citations
• A social reinforcement learning agent (2001) — 170 citations
• Continuous Time Bayesian Networks (2012) — 336 citations
• Fast time series classification using numerosity reduction (2006) — 658 citations
• RAPID: randomized pharmacophore identification for drug design (1997)