Reinforcement Learning

Reinforcement Learning

25 Videos · Jul 30, 2008

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Reinforcement Learning 1 - Domain Representation

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22:45

On the Hardness of Finding Symmetries in Markov Decision Processes

Balaraman Ravindran

Aug 4, 2008

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3521 views

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24:34

Reinforcement Learning in the Presence of Rare Events

Jordan Frank

Aug 4, 2008

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3804 views

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23:35

An Object-Oriented Representation for Efficient Reinforcement Learning

Carlos Diuk

Aug 4, 2008

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5289 views

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26:14

Hierarchical Model-Based Reinforcement Learning

Nicholas Jong

Aug 4, 2008

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5186 views

Reinforcement Learning 2 - Value Representation and Online Learning

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25:00

Online Kernel Selection for Bayesian Reinforcement Learning

Joseph Reisinger

Aug 4, 2008

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4317 views

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22:01

On-line Discovery of Temporal-Difference Networks

Takaki Makino

Aug 4, 2008

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3114 views

Draft
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23:29

A Worst-Case Comparison Between Temporal Difference and Residual Gradient with L...

Lihong Li

Sep 4, 2019

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176 views

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18:42

Prediction with Expert Advice for the Brier Game

Fedor Zhdanov

Aug 4, 2008

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2998 views

Reinforcement Learning 3

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28:40

Non-Parametric Policy Gradients: A Unified Treatment of Propositional and Relati...

Kurt Driessens

Aug 4, 2008

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3083 views

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18:21

Learning All Optimal Policies with Multiple Criteria

Leon Barrett

Aug 4, 2008

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3051 views

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27:38

Privacy-Preserving Reinforcement Learning

Jun Sakuma

Aug 4, 2008

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3523 views

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23:09

Space-indexed Dynamic Programming: Learning to Follow Trajectories

J. Zico Kolter

Aug 4, 2008

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4015 views

Reinforcement Learning 4 - Active Learning

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29:28

Transfer of Samples in Batch Reinforcement Learning

Alessandro Lazaric

Aug 6, 2008

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3562 views

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24:13

Exploration Scavenging

Alexander Strehl

Aug 6, 2008

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3050 views

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24:33

The Many Faces of Optimism: a Unifying Approach

Istvan Szita

Aug 6, 2008

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3210 views

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25:11

Active Reinforcement Learning

Arkady Epshteyn

Aug 6, 2008

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5242 views

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19:59

Reinforcement Learning with Limited Reinforcement: Using Bayes Risk for Active L...

Finale Doshi

Aug 6, 2008

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5782 views

Reinforcement Learning 5

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24:32

Preconditioned Temporal Difference Learning

Hengshuai Yao

Aug 12, 2008

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3283 views

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19:04

An Analysis of Reinforcement Learning with Function Approximation

Francisco S. Melo

Aug 12, 2008

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5601 views

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26:11

An Analysis of Linear Models, Linear Value-Function Approximation, and Feature S...

Ronald Parr

Aug 12, 2008

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4649 views

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24:41

Apprenticeship Learning Using Linear Programming

Umar Syed

Aug 12, 2008

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4338 views

Reinforcement Learning 6

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27:58

Automatic Discovery and Transfer of MAXQ Hierarchies

Neville Mehta

Aug 12, 2008

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3268 views

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28:04

Efficiently Learning Linear-Linear Exponential Family Predictive Representations...

Satinder Singh

Aug 12, 2008

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4584 views

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22:16

Sample-Based Learning and Search with Permanent and Transient Memories

David Silver

Aug 12, 2008

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3513 views

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27:03

A Semi-parametric Statistical Approach to Model-free Policy Evaluation

Tsuyoshi Ueno

Aug 12, 2008

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2998 views