Matthew E. Taylor

The University of Texas at Austin, Washington State University, New Mexico State University, Lafayette College, University of Southern California, University of Louisiana at Lafayette, Turing Institute, Canadian Institute for Advanced Research

论文数

29

总引用数

1,449

H-Index

17

关于

暂无简介。

研究焦点

Computer science29 · 1,449 次引用
Artificial intelligence25 · 1,362 次引用
Reinforcement learning14 · 993 次引用
Robot17 · 950 次引用
Machine learning11 · 857 次引用
Mathematics10 · 664 次引用
Task (project management)8 · 649 次引用
Domain (mathematical analysis)7 · 620 次引用
Engineering10 · 586 次引用
Transfer of learning7 · 548 次引用
Human–computer interaction11 · 509 次引用
Multi-task learning2 · 337 次引用

主要成就

17
H 指数
29
论文
1,449
总引用数
50
篇均引用
🏆 最高被引论文
Cross-domain transfer for reinforcement learning
204 次引用 · 2007
📈 最高产年份: 2011 (5 论文)
🤝 主要合作者: 85
🏛 所属机构: The University of Texas at Austin, Washington State University, New Mexico State University, Lafayette College, University of Southern California, University of Louisiana at Lafayette

代表论文

  1. 1
    Cross-domain transfer for reinforcement learning
    204 次引用 · 2007
  2. 2
    Online Multi-Task Learning for Policy Gradient Methods
    149 次引用 · 2014
  3. 3
    Transfer via inter-task mappings in policy search reinforcement learning
    133 次引用 · 2007
  4. 4
    Human-in-the-Loop Reinforcement Learning: A Survey and Position on Requirements, Challenges, and Opportunities
    131 次引用 · 2024
  5. 5
    Integrating reinforcement learning with human demonstrations of varying ability
    128 次引用 · 2011
  6. 6
    Robot-enabled support of daily activities in smart home environments
    110 次引用 · 2018
  7. 7
    Interactive Learning from Policy-Dependent Human Feedback
    108 次引用 · 2017
  8. 8
    Comparing evolutionary and temporal difference methods in a reinforcement learning domain
    88 次引用 · 2006
  9. 9
    Transfer learning for reinforcement learning on a physical robot
    67 次引用 · 2010
  10. 10
    DCOPs meet the realworld: exploring unknown reward matrices with applications to mobile sensor networks
    58 次引用 · 2009

主要合作者

PSPeter Stone5 篇合著论文BPBei Peng5 篇合著论文MLMichael L. Littman4 篇合著论文RLRobert Loftin4 篇合著论文JMJames MacGlashan4 篇合著论文DLDavid L. Roberts4 篇合著论文MJManish Jain3 篇合著论文SWShimon Whiteson3 篇合著论文MTMilind Tambe3 篇合著论文GCGabriel Cruz2 篇合著论文ZWZhaodong Wang2 篇合著论文QZQin Zhang2 篇合著论文HBHalit Bener Suay2 篇合著论文SCSonia Chernova2 篇合著论文DJDylan Jones2 篇合著论文TYTianpei Yang2 篇合著论文PTPrateek Tandon2 篇合著论文GAGeoffrey A. Hollinger2 篇合著论文YYYunxiang Ye2 篇合著论文EEEric Eaton2 篇合著论文
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