Monica Babes-Vroman
Reinforcement Learning · 2008–2015
A researcher in the Science corpus: 4 papers; trusts 18 researchers and is trusted by 6 researchers here, as inferred from the citation graph.
Subfields
- Reinforcement Learning — 21 citations into it; #1,507 of 2,242 by trust here, #1,300 by citations
- Artificial Intelligence — 18 citations into it
- Natural Language Processing — 17 citations into it
- Management Science and Operations Research — 5 citations into it
Whom Monica Babes-Vroman trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Richard S. Sutton
- Arthur P. Dempster
- Andrew Y. Ng
- Pieter Abbeel
- Martin L. Puterman
- Andrew Barto
- Umar Syed
- Michael H. Bowling
- S. Branavan
- Michael L. Littman
Who trusts Monica Babes-Vroman overall
- Kavosh Asadi
- Michael L. Littman
- Sam Devlin
- Saurabh Arora
- Zhifei Shao
- Christos Dimitrakakis
- Alex Peysakhovich
- Adam Lerer
- Markus Wulfmeier
- James MacGlashan
Papers from Monica Babes-Vroman's perspective
Ordered by how strongly the researchers Monica Babes-Vroman 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)
- Gradient-based learning applied to document recognition
- Reinforcement Learning: An Introduction
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
- ImageNet: A large-scale hierarchical image database
- Learning Multiple Layers of Features from Tiny Images
- Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
Their papers
- Grounding English Commands to Reward Functions (2015) — 104 citations
- Apprenticeship Learning About Multiple Intentions (2011) — 197 citations
- Classes of Multiagent Q-learning Dynamics with epsilon-greedy Exploration (2010) — 169 citations
- Social reward shaping in the prisoner's dilemma (2008) — 72 citations