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    

Ensembles

Ensemble Algorithms in Reinforcement Learning
Marco Wiering and Hado van Hasselt, 2008
Details   

Machine-Learning Research: Four Current Directions
Thomas G. Dietterich, 1997
Details