2

A Tutorial on the Cross-Entropy Method

Year:
2005
Language:
english
File:
PDF, 3.19 MB
english, 2005
4

Percentile Optimization for Markov Decision Processes with Parameter Uncertainty

Year:
2010
Language:
english
File:
PDF, 247 KB
english, 2010
5

Statistical Optimization in High Dimensions

Year:
2016
Language:
english
File:
PDF, 455 KB
english, 2016
7

Robustness and generalization

Year:
2012
Language:
english
File:
PDF, 1015 KB
english, 2012
9

Outlier-Robust PCA: The High-Dimensional Case

Year:
2013
Language:
english
File:
PDF, 6.79 MB
english, 2013
10

The Perturbed Variation

Year:
2015
Language:
english
File:
PDF, 587 KB
english, 2015
11

Oracle-Based Robust Optimization via Online Learning

Year:
2015
Language:
english
File:
PDF, 268 KB
english, 2015
12

Multi-agent learning for engineers

Year:
2007
Language:
english
File:
PDF, 100 KB
english, 2007
17

Markov Decision Processes with Arbitrary Reward Processes

Year:
2009
Language:
english
File:
PDF, 307 KB
english, 2009
18

A Distributional Interpretation of Robust Optimization

Year:
2012
Language:
english
File:
PDF, 248 KB
english, 2012
19

Bias and Variance Approximation in Value Function Estimates

Year:
2007
Language:
english
File:
PDF, 283 KB
english, 2007
20

Basis Function Adaptation in Temporal Difference Reinforcement Learning

Year:
2005
Language:
english
File:
PDF, 2.69 MB
english, 2005
23

On the Existence of Linear Weak Learners and Applications to Boosting

Year:
2002
Language:
english
File:
PDF, 221 KB
english, 2002
25

A primal condition for approachability with partial monitoring

Year:
2014
Language:
english
File:
PDF, 744 KB
english, 2014
27

Source Estimation in Time Series and the Surprising Resilience of HMMs

Year:
2018
Language:
english
File:
PDF, 328 KB
english, 2018
42

Distributionally Robust Markov Decision Processes

Year:
2012
Language:
english
File:
PDF, 251 KB
english, 2012
43

A Geometric Proof of Calibration

Year:
2010
Language:
english
File:
PDF, 151 KB
english, 2010
44

Strategies for Prediction under Imperfect Monitoring

Year:
2008
Language:
english
File:
PDF, 2.28 MB
english, 2008
48

Regret minimization in repeated matrix games with variable stage duration

Year:
2008
Language:
english
File:
PDF, 301 KB
english, 2008
49

Generating storylines from sensor data

Year:
2013
Language:
english
File:
PDF, 955 KB
english, 2013
50

Dithered Belief Propagation Decoding

Year:
2012
Language:
english
File:
PDF, 161 KB
english, 2012