Aravind S. Lakshminarayanan

Reinforcement Learning · 2017

A researcher in the Science corpus: 1 paper; trusts 9 researchers and is trusted by 9 researchers here, as inferred from the citation graph.

Subfields

• Reinforcement Learning — 12 citations into it; #1,074 of 2,242 by trust here, #1,895 by citations
• Artificial Intelligence — 10 citations into it; #13,499 of 35,345 by trust here, #25,040 by citations

Whom Aravind S. Lakshminarayanan trusts overall

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

1. Volodymyr Mnih
2. David Silver
3. Tom Schaul
4. Richard S. Sutton
5. Koray Kavukcuoglu
6. Alex Graves
7. Geoffrey E. Hinton
8. John Quan
9. Guy Lever
10. Kaiming He

Who trusts Aravind S. Lakshminarayanan overall

1. Balaraman Ravindran
2. Jianzhun Du
3. Aravind Suresh
4. Ashutosh Kumar Jha
5. Yuxi Li
6. Joseph D. Futoma
7. Rahul Ramesh
8. Parikshit Hegde
9. Finale Doshi-Velez
10. Ermo Wei

Papers from Aravind S. Lakshminarayanan's perspective

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

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

Their papers

• Learning to Repeat: Fine Grained Action Repetition for Deep Reinforcement Learning (2017) — 101 citations