Leemon C. Baird III

Reinforcement Learning · 1993–1999

A researcher in the Science corpus: 6 papers; trusts 10 researchers and is trusted by 529 researchers here, as inferred from the citation graph.

Subfields

• Reinforcement Learning — 18 citations into it; #44 of 2,242 by trust here, #324 by citations

Whom Leemon C. Baird III trusts overall

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

1. Dimitri P. Bertsekas
2. I. Baird
3. Geoffrey J. Gordon
4. G. Tesauro
5. Richard S. Sutton
6. Ben J. A. Kröse
7. Klopf Leemon C.
8. Paul J. Werbos
9. Ronald J. Williams
10. David E. Rumelhart

Who trusts Leemon C. Baird III overall

1. Richard S. Sutton
2. J. Urgen Schmidhuber
3. Csaba Szepesvari
4. Bo Dai
5. Shimon Whiteson
6. Sergey Levine
7. A. Mahmood
8. Michael L. Littman
9. Hamid Reza Maei
10. R´emi Munos

Papers from Leemon C. Baird III's perspective

Ordered by how strongly the researchers Leemon C. Baird III trusts endorse each paper. Same corpus, a different order for every researcher.

1. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
2. ImageNet classification with deep convolutional neural networks
3. Long Short-Term Memory
4. Gradient-based learning applied to document recognition
5. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
6. Learning Multiple Layers of Features from Tiny Images
7. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
8. Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
9. Attention is All you Need (Neural Information Processing Systems)
10. Reinforcement Learning: An Introduction

Their papers

• Reinforcement Learning Through Gradient Descent (1999)
• Gradient Descent for General Reinforcement Learning (1998)
• Residual Algorithms: Reinforcement Learning with Function Approximation (1995)
• Reinforcement learning in continuous time: advantage updating (1994)
• Advantage Updating Applied to a Differrential Game (1994)
• Analysis of Some Incremental Variants of Policy Iteration: First Steps Toward Understanding Actor-Cr (1993)