Manuel Lopes

Artificial Intelligence · 2005–2016

A researcher in the Science corpus: 17 papers; trusts 156 researchers and is trusted by 59 researchers here, as inferred from the citation graph.

Subfields

Artificial Intelligence — 131 citations into it; #3,905 of 35,345 by trust here, #6,014 by citations
Cognitive Neuroscience — 97 citations into it
Reinforcement Learning — 86 citations into it; #919 of 2,242 by trust here, #1,139 by citations
Control and Systems Engineering — 62 citations into it; #553 of 8,257 by trust here, #707 by citations
Social Psychology — 49 citations into it; #5,904 of 15,694 by trust here, #7,614 by citations
Developmental and Educational Psychology — 42 citations into it; #4,148 of 8,223 by trust here, #3,048 by citations
Cognitive Science & Psychology — 24 citations into it; #462 of 582 by trust here, #332 by citations
Computer Vision and Pattern Recognition — 22 citations into it; #11,367 of 21,575 by trust here, #17,757 by citations

Whom Manuel Lopes trusts overall

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

Who trusts Manuel Lopes overall

Papers from Manuel Lopes's perspective

Ordered by how strongly the researchers Manuel Lopes 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)
Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
Gradient-based learning applied to document recognition
Long Short-Term Memory
Attention is All you Need (Neural Information Processing Systems)
ImageNet: A large-scale hierarchical image database
Reinforcement Learning: An Introduction
Learning Multiple Layers of Features from Tiny Images
Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)

Their papers

Multi-Armed Bandits for Intelligent Tutoring Systems (2013) — 154 citations
The strategic student approach for life-long exploration and learning (2012) — 58 citations
Active Learning for Reward Estimation in Inverse Reinforcement Learning (2009) — 217 citations
Learning Object Affordances: From Sensory--Motor Coordination to Imitation (2008) — 438 citations
Learning grasping affordances from local visual descriptors (2009) — 105 citations
Active learning of visual descriptors for grasping using non-parametric smoothed beta distributions (2012) — 47 citations
Algorithmic and Human Teaching of Sequential Decision Tasks (2012) — 117 citations
Intrinsic motivation, curiosity, and learning: Theory and applications in educational technologies. (2016) — 308 citations
Body schema acquisition through active learning (2010) — 52 citations
Visual learning by imitation with motor representations (2005) — 114 citations
Abstraction Levels for Robotic Imitation: Overview and Computational Approaches (2010) — 50 citations
A Developmental Roadmap for Learning by Imitation in Robots (2007) — 70 citations
The iCub humanoid robot: An open-systems platform for research in cognitive development (2010) — 623 citations
A Computational Model of Social-Learning Mechanisms (2009) — 28 citations
Information seeking, curiosity and attention: computational and neural mechanisms (2013) — 115 citations
Exploration in Model-based Reinforcement Learning by Empirically Estimating Learning Progress (2012) — 209 citations
Guest Editorial Active Learning and Intrinsically Motivated Exploration in Robots: Advances and Challenges (2010) — 39 citations