Donghun Lee
Reinforcement Learning · with Powell · 2012–2018
A researcher in the Science corpus: 3 papers; trusts 7 researchers and is trusted by 3 researchers here, as inferred from the citation graph.
Subfields
- Reinforcement Learning — 24 citations into it; #1,871 of 2,242 by trust here, #1,371 by citations
- Artificial Intelligence — 17 citations into it; #27,804 of 35,345 by trust here, #17,412 by citations
- Management Science and Operations Research — 10 citations into it; #9,230 of 11,946 by trust here, #8,469 by citations
Whom Donghun Lee trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- John N. Tsitsiklis
- Hado van Hasselt
- G. Tesauro
- Richard S. Sutton
- Mohammad Gheshlaghi Azar
- Zhenzhong Yang
- Csaba Szepesvari
- Peter Auer
- Tommi S. Jaakkola
- Jeffrey O. Kephart
Who trusts Donghun Lee overall
Papers from Donghun Lee's perspective
Ordered by how strongly the researchers Donghun Lee trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Reinforcement Learning: An Introduction
- Gradient-based learning applied to document recognition
- Simple Statistical Gradient-Following Algorithms for Connectionist Reinforcement Learning
- Long Short-Term Memory
- ImageNet: A large-scale hierarchical image database
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
- Learning Multiple Layers of Features from Tiny Images
Their papers
- Evaluating Reinforcement Learning Algorithms in Observational Health Settings (2018) — 151 citations
- Bias-corrected Q-learning to control max-operator bias in Q-learning (2013) — 53 citations
- An Intelligent Battery Controller Using Bias-Corrected Q-learning (2012) — 31 citations