Qiaomin Xie
Reinforcement Learning · 2011–2020
A researcher in the Science corpus: 3 papers; trusts 51 researchers and is trusted by 4 researchers here, as inferred from the citation graph.
Subfields
- Reinforcement Learning — 51 citations into it; #1,610 of 2,242 by trust here, #2,160 by citations
- Artificial Intelligence — 48 citations into it; #23,358 of 35,345 by trust here, #30,347 by citations
- Management Science and Operations Research — 29 citations into it; #7,337 of 11,946 by trust here, #10,392 by citations
- Statistical Learning Theory — 12 citations into it
- Statistics and Probability — 10 citations into it
- Computational Theory and Mathematics — 8 citations into it
- Game & Decision Theory — 8 citations into it
- Computer Networks and Communications — 6 citations into it; #6,146 of 9,886 by trust here, #7,832 by citations
Whom Qiaomin Xie trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Michael L. Littman
- Csaba Szepesvari
- Richard S. Sutton
- Sham M. Kakade
- John N. Tsitsiklis
- R´emi Munos
- Julien Pérolat
- Chi Jin
- Andrew Barto
- Michael I. Jordan
Who trusts Qiaomin Xie overall
Papers from Qiaomin Xie's perspective
Ordered by how strongly the researchers Qiaomin Xie 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)
- Reinforcement Learning: An Introduction
- Gradient-based learning applied to document recognition
- Long Short-Term Memory
- ImageNet: A large-scale hierarchical image database
- Attention is All you Need (Neural Information Processing Systems)
- Human-level control through deep reinforcement learning
- Learning Multiple Layers of Features from Tiny Images
Their papers
- Learning Zero-Sum Simultaneous-Move Markov Games Using Function Approximation and Correlated Equilibrium (2020) — 144 citations
- Q-learning with Nearest Neighbors (2018) — 92 citations
- Join-Idle-Queue: A novel load balancing algorithm for dynamically scalable web services (2011) — 417 citations