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» Ensemble Algorithms in Reinforcement Learning
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83
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NIPS
1998
15 years 5 months ago
Reinforcement Learning Based on On-Line EM Algorithm
Masa-aki Sato, Shin Ishii
90
Voted
NIPS
1994
15 years 5 months ago
Reinforcement Learning Algorithm for Partially Observable Markov Decision Problems
Tommi Jaakkola, Satinder P. Singh, Michael I. Jord...
CIDM
2009
IEEE
15 years 10 months ago
Ensemble member selection using multi-objective optimization
— Both theory and a wealth of empirical studies have established that ensembles are more accurate than single predictive models. Unfortunately, the problem of how to maximize ens...
Tuve Löfström, Ulf Johansson, Henrik Bos...
138
Voted
EWRL
2008
15 years 5 months ago
Variable Metric Reinforcement Learning Methods Applied to the Noisy Mountain Car Problem
Two variable metric reinforcement learning methods, the natural actor-critic algorithm and the covariance matrix adaptation evolution strategy, are compared on a conceptual level a...
Verena Heidrich-Meisner, Christian Igel