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Reinforcement Learning 1 - Domain Representation

22:45
On the Hardness of Finding Symmetries in Markov Decision Processes
Aug 4, 2008
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3516 views

24:34
Reinforcement Learning in the Presence of Rare Events
Aug 4, 2008
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3769 views

23:35
An Object-Oriented Representation for Efficient Reinforcement Learning
Aug 4, 2008
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5285 views

26:14
Hierarchical Model-Based Reinforcement Learning
Aug 4, 2008
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5179 views
Reinforcement Learning 2 - Value Representation and Online Learning

25:00
Online Kernel Selection for Bayesian Reinforcement Learning
Aug 4, 2008
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4315 views

22:01
On-line Discovery of Temporal-Difference Networks
Aug 4, 2008
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3109 views

23:29
A Worst-Case Comparison Between Temporal Difference and Residual Gradient with L...
Sep 4, 2019
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176 views

18:42
Prediction with Expert Advice for the Brier Game
Aug 4, 2008
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2995 views
Reinforcement Learning 3

28:40
Non-Parametric Policy Gradients: A Unified Treatment of Propositional and Relati...
Aug 4, 2008
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3078 views

18:21
Learning All Optimal Policies with Multiple Criteria
Aug 4, 2008
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3046 views

27:38
Privacy-Preserving Reinforcement Learning
Aug 4, 2008
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3520 views

23:09
Space-indexed Dynamic Programming: Learning to Follow Trajectories
Aug 4, 2008
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4010 views
Reinforcement Learning 4 - Active Learning

29:28
Transfer of Samples in Batch Reinforcement Learning
Aug 6, 2008
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3558 views

24:13
Exploration Scavenging
Aug 6, 2008
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3049 views

24:33
The Many Faces of Optimism: a Unifying Approach
Aug 6, 2008
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3208 views

25:11
Active Reinforcement Learning
Aug 6, 2008
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5236 views

19:59
Reinforcement Learning with Limited Reinforcement: Using Bayes Risk for Active L...
Aug 6, 2008
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5776 views
Reinforcement Learning 5

24:32
Preconditioned Temporal Difference Learning
Aug 12, 2008
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3280 views

19:04
An Analysis of Reinforcement Learning with Function Approximation
Aug 12, 2008
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5593 views

26:11
An Analysis of Linear Models, Linear Value-Function Approximation, and Feature S...
Aug 12, 2008
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4646 views

24:41
Apprenticeship Learning Using Linear Programming
Aug 12, 2008
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4326 views
Reinforcement Learning 6

27:58
Automatic Discovery and Transfer of MAXQ Hierarchies
Aug 12, 2008
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3265 views

28:04
Efficiently Learning Linear-Linear Exponential Family Predictive Representations...
Aug 12, 2008
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4576 views

22:16
Sample-Based Learning and Search with Permanent and Transient Memories
Aug 12, 2008
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3497 views

27:03
A Semi-parametric Statistical Approach to Model-free Policy Evaluation
Aug 12, 2008
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2994 views