Somjit Nath

Reinforcement Learning · 2019

A researcher in the Science corpus: 1 paper; trusts 20 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Reinforcement Learning — 24 citations into it
• Artificial Intelligence — 20 citations into it
• Management Science and Operations Research — 6 citations into it
• Optimization & Training — 5 citations into it

Whom Somjit Nath trusts overall

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

1. Richard S. Sutton
2. Vivek Shripad Borkar
3. Harold J. Kushner
4. Csaba Szepesvari
5. A. Mahmood
6. Huizhen Yu
7. Andrew Barto
8. Hamid Reza Maei
9. Tamer Basar
10. Steven J. Bradtke

Who trusts Somjit Nath overall

1. Yi Wan

Papers from Somjit Nath's perspective

Ordered by how strongly the researchers Somjit Nath 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. Reinforcement Learning: An Introduction
4. Gradient-based learning applied to document recognition
5. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
6. Long Short-Term Memory
7. Human-level control through deep reinforcement learning
8. Attention is All you Need (Neural Information Processing Systems)
9. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
10. ImageNet: A large-scale hierarchical image database

Their papers

• Two-Timescale Networks for Nonlinear Value Function Approximation (2019) — 51 citations