Oleg O. Sushkov

Reinforcement Learning · 2018–2019

A researcher in the Science corpus: 3 papers; trusts 17 researchers and is trusted by 3 researchers here, as inferred from the citation graph.

Subfields

• Reinforcement Learning — 107 citations into it
• Artificial Intelligence — 102 citations into it; #26,703 of 35,345 by trust here, #11,750 by citations
• Control and Systems Engineering — 51 citations into it; #6,968 of 8,257 by trust here, #1,252 by citations

Whom Oleg O. Sushkov trusts overall

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

1. Sergey Levine
2. Chelsea Finn
3. Marc G. Bellemare
4. Diederik P. Kingma
5. Geoffrey E. Hinton
6. Richard S. Sutton
7. Matej Vecerík
8. Pieter Abbeel
9. Timothy P. Lillicrap
10. Yoshua Bengio

Who trusts Oleg O. Sushkov overall

1. Danfei Xu
2. Gabriel Dulac-Arnold
3. Serkan Cabi
4. Cosmin Paduraru

Papers from Oleg O. Sushkov's perspective

Ordered by how strongly the researchers Oleg O. Sushkov 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. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
4. ImageNet Large Scale Visual Recognition Challenge
5. Gradient-based learning applied to document recognition
6. Attention is All you Need (Neural Information Processing Systems)
7. Long Short-Term Memory
8. Auto-Encoding Variational Bayes (International Conference on Learning Representations)
9. Human-level control through deep reinforcement learning
10. ImageNet: A large-scale hierarchical image database

Their papers

• Scaling data-driven robotics with reward sketching and batch reinforcement learning (2019) — 160 citations
• A Practical Approach to Insertion with Variable Socket Position Using Deep Reinforcement Learning (2018) — 118 citations
• A Framework for Data-Driven Robotics (2019) — 30 citations