Andrew Moore

Publications by Year

Research Areas

Australian History and Society, Data Management and Algorithms, Reinforcement Learning in Robotics, Bayesian Modeling and Causal Inference, Machine Learning and Algorithms

Most-Cited Works

• → Reinforcement Learning: A Survey(1996)8,720 cited
• Proceedings of the 23rd international conference on Machine learning(2006)
• X-means: Extending K-means with Efficient Estimation of the Number of Clusters(2000)
• → Locally Weighted Learning(1997)1,675 cited
• → Prioritized Sweeping: Reinforcement Learning with Less Data and Less Time(1993)704 cited
• → Locally Weighted Learning for Control(1997)538 cited
• Generalization in Reinforcement Learning: Safely Approximating the Value Function(1994)
• → Dynamic social network analysis using latent space models(2005)435 cited
• → Accelerating exact-means algorithms with geometric reasoning