Florent Guenter
Reinforcement Learning · 2006–2008
A researcher in the Science corpus: 4 papers; trusts 20 researchers and is trusted by 46 researchers here, as inferred from the citation graph.
Subfields
- Reinforcement Learning — 15 citations into it; #1,218 of 2,242 by trust here, #1,778 by citations
- Artificial Intelligence — 12 citations into it; #4,934 of 35,345 by trust here, #9,275 by citations
- Control and Systems Engineering — 12 citations into it; #312 of 8,257 by trust here, #423 by citations
- Biomedical Engineering — 8 citations into it; #2,902 of 10,734 by trust here, #7,279 by citations
Whom Florent Guenter trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Shun-ichi Amari
- Stefan Schaal
- Kenji Doya
- Jan Peters
- Aude Gemma Billard
- Angelia Nedić
- Dimitri P. Bertsekas
- Auke Jan Ijspeert
- Sylvain Calinon
- Richard S. Sutton
Who trusts Florent Guenter overall
- Sylvain Calinon
- Aude Gemma Billard
- Seyed Mohammad Khansari-Zadeh
- Jens Kober
- Sergey Levine
- Sebastian Bitzer
- Pieter Abbeel
- Jan Peters
- Barış Akgün
- Dana Kulic
Papers from Florent Guenter's perspective
Ordered by how strongly the researchers Florent Guenter trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
- GENERATIVE ADVERSARIAL NETS
- Simple Statistical Gradient-Following Algorithms for Connectionist Reinforcement Learning
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Gradient-based learning applied to document recognition
- Reinforcement Learning: An Introduction
- A tutorial on hidden Markov models and selected applications in speech recognition
- Long Short-Term Memory
- Natural Actor-Critic
Their papers
- On Learning, Representing, and Generalizing a Task in a Humanoid Robot (2007) — 1,243 citations
- Dynamical System Modulation for Robot Learning via Kinesthetic Demonstrations (2008) — 288 citations
- Discriminative and adaptive imitation in uni-manual and bi-manual tasks (2006) — 225 citations
- Full Paper Reinforcement Learning for Imitating Constrained Reaching Movements