Jennie Si

Reinforcement Learning · 2000–2012

A researcher in the Science corpus: 4 papers; trusts 11 researchers and is trusted by 18 researchers here, as inferred from the citation graph.

Subfields

• Reinforcement Learning — 32 citations into it; #835 of 2,242 by trust here, #1,663 by citations
• Artificial Intelligence — 5 citations into it; #7,981 of 35,345 by trust here, #8,365 by citations

Whom Jennie Si trusts overall

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

1. Andrew Barto
2. Dimitri P. Bertsekas
3. G. Tesauro
4. Andrew W. Moore
5. Richard S. Sutton
6. John N. Tsitsiklis
7. Steven J. Bradtke
8. Christopher G. Atkeson
9. Michail G. Lagoudakis
10. Amy McGovern

Who trusts Jennie Si overall

1. Derong Liu
2. Sridhar Mahadevan
3. Huaguang Zhang
4. Frank L. Lewis
5. Ivo Grondman
6. Bo Liu
7. Qinglai Wei
8. Xianchao Sui
9. E. Todorov
10. Francis Maes

Papers from Jennie Si's perspective

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

1. Reinforcement Learning: An Introduction
2. Temporal Difference Learning and TD-Gammon
3. Dynamic Programming: Deterministic and Stochastic Models
4. Linear Least-Squares algorithms for temporal difference learning
5. Practical Issues in Temporal Difference Learning
6. ImageNet classification with deep convolutional neural networks
7. Gradient-based learning applied to document recognition
8. Reinforcement Learning: A Survey
9. Residual Algorithms: Reinforcement Learning with Function Approximation
10. Learning to Act Using Real-Time Dynamic Programming

Their papers

• Handbook of Learning and Approximate Dynamic Programming (IEEE Press Series on Computational Intelligence) (2004) — 726 citations
• Reinforcement Learning and Its Relationship to Supervised Learning (2004) — 106 citations
• Supervised Actor‐Critic Reinforcement Learning (2012) — 101 citations
• Online learning control by association and reinforcement (2000) — 659 citations