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Stuart Russell | Researchclopedia

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Stuart Russell

Berkeley College ORCID

335

Works

26,505

Citations

65

h-index

172

i10-index

Research Topics

Bayesian Modeling and Causal Inference Reinforcement Learning in Robotics AI-based Problem Solving and Planning

Affiliations

Dartmouth College2010–2010

Turing Institute1992–1992

International Computer Science Institute2012–2017

Association for Computing Machinery2012–2012

Berkeley College2001–2025

Top Works

Distance Metric Learning with Application to Clustering with Side-Information

Eric P. Xing,Michael I. Jordan,et al.

20022,703 citations

Logic, Reasoning, and Knowledge

Machine Learning and Algorithms

Dynamic bayesian networks: representation, inference and learning

Kevin P. Murphy,Stuart Russell

20022,597 citations

Artificial Intelligence: A Modern Approach

Stuart Russell,Peter Norvig

19951,746 citations

Policy Invariance Under Reward Transformations: Theory and Application to Reward Shaping

Andrew Y. Ng,Daishi Harada,et al.

19991,623 citations

Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks

Kevin J. Murphy,Stuart Russell

20011,178 citations

Image Segmentation in Video Sequences: A Probabilistic Approach

Nir Friedman,Stuart Russell

2013830 citations

Human Compatible: Artificial Intelligence and the Problem of Control

2019791 citations

Reinforcement Learning with Hierarchies of Machines

Ronald Parr,Stuart Russell

1997611 citations

Learning the Structure of Dynamic Probabilistic Networks

Nir Friedman,Kevin J. Murphy,et al.

2013571 citations