Malcolm J. A. Strens

Reinforcement Learning · 2000–2003

A researcher in the Science corpus: 3 papers; trusts 19 researchers and is trusted by 127 researchers here, as inferred from the citation graph.

Subfields

• Reinforcement Learning — 18 citations into it; #150 of 2,242 by trust here, #795 by citations
• Mathematical Optimization — 6 citations into it

Whom Malcolm J. A. Strens trusts overall

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

1. Andrew Barto
2. Leemon C. Baird III
3. Richard Dearden
4. Richard Bellman
5. David Andre
6. Nir Friedman
7. Ben J. A. Kröse
8. M. Powell
9. Andrew Y. Ng
10. John A. Nelder

Who trusts Malcolm J. A. Strens overall

1. Ian Osband
2. Csaba Szepesvari
3. Shipra Agrawal
4. Benjamin Van Roy
5. Hado van Hasselt
6. Brendan O'Donoghue
7. Todd Hester
8. Daniel Russo
9. J. Kolter
10. Tor Lattimore

Papers from Malcolm J. A. Strens's perspective

Ordered by how strongly the researchers Malcolm J. A. Strens trusts endorse each paper. Same corpus, a different order for every researcher.

1. ImageNet classification with deep convolutional neural networks
2. Gradient-based learning applied to document recognition
3. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
4. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
5. Information Theory: 1948-1998 - Guest Editorial
6. Reinforcement Learning: An Introduction
7. Reinforcement Learning: A Survey
8. Policy Invariance Under Reward Transformations: Theory and Application to Reward Shaping
9. Long Short-Term Memory
10. Learning Multiple Layers of Features from Tiny Images

Their papers

• Policy Search using Paired Comparisons (2003) — 37 citations
• Direct Policy Search using Paired Statistical Tests (2001) — 32 citations
• A Bayesian Framework for Reinforcement Learning (2000) — 532 citations