Jul 30, 2008 
25 videos 
Reinforcement Learning
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Reinforcement Learning 1 - Domain Representation
22:45
On the Hardness of Finding Symmetries in Markov Decision Processes
Aug 4, 2008 3530 views
24:34
Reinforcement Learning in the Presence of Rare Events
Aug 4, 2008 3833 views
23:35
An Object-Oriented Representation for Efficient Reinforcement Learning
Aug 4, 2008 5308 views
26:14
Hierarchical Model-Based Reinforcement Learning
Aug 4, 2008 5193 views
Reinforcement Learning 2 - Value Representation and Online Learning
25:00
Online Kernel Selection for Bayesian Reinforcement Learning
Aug 4, 2008 4328 views
22:01
On-line Discovery of Temporal-Difference Networks
Aug 4, 2008 3128 views
23:29
A Worst-Case Comparison Between Temporal Difference and Residual Gradient with L...
Sep 4, 2019 176 views
18:42
Prediction with Expert Advice for the Brier Game
Aug 4, 2008 3005 views
Reinforcement Learning 3
28:40
Non-Parametric Policy Gradients: A Unified Treatment of Propositional and Relati...
Aug 4, 2008 3096 views
18:21
Learning All Optimal Policies with Multiple Criteria
Aug 4, 2008 3063 views
27:38
Privacy-Preserving Reinforcement Learning
Aug 4, 2008 3535 views
23:09
Space-indexed Dynamic Programming: Learning to Follow Trajectories
Aug 4, 2008 4031 views
Reinforcement Learning 4 - Active Learning
29:28
Transfer of Samples in Batch Reinforcement Learning
Aug 6, 2008 3570 views
24:13
Exploration Scavenging
Aug 6, 2008 3059 views
24:33
The Many Faces of Optimism: a Unifying Approach
Aug 6, 2008 3223 views
25:11
Active Reinforcement Learning
Aug 6, 2008 5253 views
19:59
Reinforcement Learning with Limited Reinforcement: Using Bayes Risk for Active L...
Aug 6, 2008 5794 views
Reinforcement Learning 5
24:32
Preconditioned Temporal Difference Learning
Aug 12, 2008 3289 views
19:04
An Analysis of Reinforcement Learning with Function Approximation
Aug 12, 2008 5611 views
26:11
An Analysis of Linear Models, Linear Value-Function Approximation, and Feature S...
Aug 12, 2008 4659 views
24:41
Apprenticeship Learning Using Linear Programming
Aug 12, 2008 4353 views
Reinforcement Learning 6
27:58
Automatic Discovery and Transfer of MAXQ Hierarchies
Aug 12, 2008 3283 views
28:04
Efficiently Learning Linear-Linear Exponential Family Predictive Representations...
Aug 12, 2008 4603 views
22:16
Sample-Based Learning and Search with Permanent and Transient Memories
Aug 12, 2008 3532 views
27:03
A Semi-parametric Statistical Approach to Model-free Policy Evaluation
Aug 12, 2008 3008 views