Mauricio Araya-López

Reinforcement Learning · 2012

A researcher in the Science corpus: 1 paper; trusts 11 researchers and is trusted by 12 researchers here, as inferred from the citation graph.

Subfields

• Reinforcement Learning — 10 citations into it
• Artificial Intelligence — 8 citations into it; #11,332 of 35,345 by trust here, #25,809 by citations
• Statistical Learning Theory — 5 citations into it

Whom Mauricio Araya-López trusts overall

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

1. Malcolm J. A. Strens
2. Ronen I. Brafman
3. J. Kolter
4. Jonathan Sorg
5. Pascal Poupart
6. Richard S. Sutton
7. Satinder Singh
8. Andrew Y. Ng
9. John Asmuth
10. Istvan Szita

Who trusts Mauricio Araya-López overall

1. Brendan O'Donoghue
2. Kenji Kawaguchi
3. Ian Osband
4. Yasin Abbasi-Yadkori
5. Sergey Levine
6. Bradly C. Stadie
7. Raphael Fonteneau
8. Teodor Mihai Moldovan
9. Marc G. Bellemare
10. Pieter Abbeel

Papers from Mauricio Araya-López's perspective

Ordered by how strongly the researchers Mauricio Araya-López trusts endorse each paper. Same corpus, a different order for every researcher.

1. Reinforcement Learning: An Introduction
2. ImageNet classification with deep convolutional neural networks
3. Gradient-based learning applied to document recognition
4. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
5. Markov Decision Processes: Discrete Stochastic Dynamic Programming
6. Long Short-Term Memory
7. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
8. Attention is All you Need (Neural Information Processing Systems)
9. R-MAX - A General Polynomial Time Algorithm for Near-Optimal Reinforcement Learning
10. Near-Optimal Reinforcement Learning in Polynomial Time

Their papers

• Near-Optimal BRL using Optimistic Local Transitions (2012) — 41 citations