Michael L. Littman

Brown University, John Brown University, Rutgers, The State University of New Jersey, Laboratoire d'Informatique de Paris-Nord, Rutgers Sexual and Reproductive Health and Rights

论文数

17

总引用数

1,203

H-Index

12

关于

暂无简介。

研究焦点

Computer science16 · 1,112 次引用

Artificial intelligence14 · 1,043 次引用

Machine learning8 · 941 次引用

Mathematics7 · 892 次引用

Markov process5 · 754 次引用

Markov decision process5 · 754 次引用

Markov chain3 · 730 次引用

Partially observable Markov decision process2 · 711 次引用

Markov model2 · 711 次引用

Mathematical optimization2 · 684 次引用

Simple (philosophy)3 · 681 次引用

Observable1 · 662 次引用

主要成就

12

H 指数

17

论文

1,203

总引用数

71

篇均引用

🏆 最高被引论文

Learning policies for partially observable environments: Scaling up

662 次引用 · 1995

📈 最高产年份: 2017 (3 论文)

🤝 主要合作者: 38

🏛 所属机构: Brown University, John Brown University, Rutgers, The State University of New Jersey, Laboratoire d'Informatique de Paris-Nord, Rutgers Sexual and Reproductive Health and Rights

代表论文

1
Learning policies for partially observable environments: Scaling up
662 次引用 · 1995
2
Interactive Learning from Policy-Dependent Human Feedback
108 次引用 · 2017
3
Social is special: A normative framework for teaching with and learning from evaluative feedback
91 次引用 · 2017
4
Grounding English Commands to Reward Functions
65 次引用 · 2015
5
Efficient reinforcement learning with relocatable action models
64 次引用 · 2007
6
Planning with Abstract Markov Decision Processes
49 次引用 · 2017
7
A Need for Speed: Adapting Agent Action Speed to Improve Task Learning from Non-Expert Humans
33 次引用 · 2016
8
Dimension reduction and its application to model-based exploration in continuous spaces
30 次引用 · 2010
9
Learning something from nothing: Leveraging implicit human feedback strategies
25 次引用 · 2014
10
CORL: A Continuous-state Offset-dynamics Reinforcement Learner
22 次引用 · 2012

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