Leonid Peshkin
Reinforcement Learning · 1999–2017
A researcher in the Science corpus: 9 papers; trusts 20 researchers and is trusted by 44 researchers here, as inferred from the citation graph.
Subfields
- Reinforcement Learning — 30 citations into it; #1,595 of 2,242 by trust here, #1,689 by citations
Whom Leonid Peshkin trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Leemon C. Baird III
- Richard S. Sutton
- Ronald J. Williams
- Michael L. Littman
- Reuven Y. Rubinstein
- Nicolas Meuleau
- Ben J. A. Kröse
- Martin L. Puterman
- Andrew Barto
- Satinder Singh
Who trusts Leonid Peshkin overall
- Sergey Levine
- Douglas Aberdeen
- J. Urgen Schmidhuber
- Pawel Wawrzynski
- Susan A. Murphy
- Jan Peters
- Travis Mandel
- Pieter Abbeel
- Aviral Kumar
- Jonathan Baxter
Papers from Leonid Peshkin's perspective
Ordered by how strongly the researchers Leonid Peshkin 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)
- Reinforcement Learning: An Introduction
- Gradient-based learning applied to document recognition
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
- Simple Statistical Gradient-Following Algorithms for Connectionist Reinforcement Learning
- Attention is All you Need (Neural Information Processing Systems)
- Residual Algorithms: Reinforcement Learning with Function Approximation
- Markov Decision Processes: Discrete Stochastic Dynamic Programming
Their papers
- Learning from Scarce Experience (2002) — 75 citations
- Learning to Cooperate via Policy Search (2000) — 312 citations
- A method and server for predicting damaging missense mutations (2010) — 13,139 citations
- Droplet barcoding for single cell transcriptomics applied to embryonic stem cells (2015) — 3,144 citations
- Deep Proteomics of the Xenopus laevis Egg using an mRNA-derived Reference Database (2014) — 249 citations
- A tissue-mapped axolotl de novo transcriptome enables identification of limb regeneration factors (2017) — 845 citations
- Off-Policy Policy Search (2007) — 18 citations
- Learning Policies with External Memory (1999)
- Learning Finite-State Controllers for Partially Observable Environments (1999)