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Sebastian Thrun

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Probabilistic robotics
Explanation-Based Neural Network Learning
Learning to Learn
Principles of Robot Motion: Theory, Algorithms, and Implementations (Intelligent Robotics and Autonomous Agents)
Recent advances in robot learning
Recent advances in robot learning: a special issue of Machine learning: an international journal, vol. 23, nos. 2 & 3, May/June 1996
Principles of robot motion: theory, algorithms, and implementation
Explanation-Based Neural Network Learning: A Lifelong Learning Approach (The Springer International Series in Engineering and Computer Science, 357)
Recent Advances in Robot Learning Machine Learning