Shivaram's Reading List

Function Approximation     Partial Observability     Learning Methods     Ensembles    
Stochastic Optimisation     General RL     General ML     Multiagent Learning    
Comparison/Integration     Bandits     Applications     Robot Soccer    
Humanoids     Parameter     MDP     Empirical    
Failure Warning     Representation     General AI     Neural Networks    
All    

General AI

Human-Robot Interaction: A Survey
Michael A. Goodrich and Alan C. Schultz, 2007
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Intelligence without Representation
Rodney A. Brooks, 1991
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Quantifying Inductive Bias: AI Learning Algorithms and Valiant's Learning Framework
David Haussler, 1988
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