Edwin P. D. Pednault

Information Systems · 1992–2011

A researcher in the Science corpus: 3 papers; trusts 4 researchers and is trusted by 4 researchers here, as inferred from the citation graph.

Subfields

• Information Systems — 8 citations into it; #5,824 of 8,771 by trust here, #3,198 by citations
• Reinforcement Learning — 7 citations into it; #1,718 of 2,242 by trust here, #1,973 by citations

Whom Edwin P. D. Pednault trusts overall

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

1. Ben J. A. Kröse
2. Gavin Adrian Rummery
3. Charles Peter Elkan
4. Mahesan Niranjan
5. Pedro M. Domingos
6. Peter D. Turney
7. Richard S. Sutton
8. Muthu Dayalan
9. John N. Tsitsiklis
10. Bianca Zadrozny

Who trusts Edwin P. D. Pednault overall

1. Assaf Hallak
2. Qiang Yang
3. David Silver
4. Xiujun Li
5. Lihong Li
6. Nan Jiang
7. Dotan Di Castro
8. Jie Yin
9. Evan R. Sparks
10. Leonard Newnham

Papers from Edwin P. D. Pednault's perspective

Ordered by how strongly the researchers Edwin P. D. Pednault trusts endorse each paper. Same corpus, a different order for every researcher.

1. On-line Q-learning using connectionist systems
2. MapReduce: simplified data processing on large clusters
3. Learning from delayed rewards
4. Reinforcement Learning: A Survey
5. An Analysis of Temporal-Difference Learning with Function Approximation
6. The PageRank Citation Ranking : Bringing Order to the Web
7. Cost-sensitive learning bibliography
8. Learning and making decisions when costs and probabilities are both unknown (Knowledge Discovery and Data Mining)
9. MetaCost: a general method for making classifiers cost-sensitive
10. The Foundations of Cost-Sensitive Learning

Their papers

• Sequential cost-sensitive decision making with reinforcement learning (2002) — 89 citations
• SystemML: Declarative machine learning on MapReduce (2011) — 322 citations
• Reading handwritten digits: a ZIP code recognition system (1992)