2nd Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM), Edmonton 2015

2nd Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM), Edmonton 2015

29 Videos · Jun 6, 2015

About

Over the last few decades, reinforcement learning and decision making have been the focus of an incredible wealth of research spanning a wide variety of fields including psychology, artificial intelligence, machine learning, operations research, control theory, animal and human neuroscience, economics and ethology. Key to many developments in the field has been interdisciplinary sharing of ideas and findings, yet there has been no single conference that brings all these communities together. The idea of RLDM is to become that conference.

The focus of the new meeting can be broadly construed as “decision making over time to achieve a goal”. Our aim is to create a recurring meeting characterized by the multidisciplinarity of the presenters and attendees, with cross-disciplinary conversations and teaching and learning being central objectives along with the dissemination of novel theoretical and experimental results.

Find out more at the RLDM website.

Videos

Tutorials

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01:29:00

A Neuroeconomics Approach to Pathological Behavior

Ifat Levy

Jul 28, 2015

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2465 views

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02:48:50

Basics of Computational Reinforcement Learning

Michael Littman

Jul 28, 2015

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23501 views

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01:36:31

Deep Reinforcement Learning

David Silver

Jul 28, 2015

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124216 views

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02:42:52

Natural RLDM: Optimal and Subptimal Control in Brain and Behavior

Nathaniel Daw

Jul 28, 2015

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4821 views

Invited Talks

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37:59

Generalization and Exploration via Value Function Randomization

Ben Van Roy

Jul 28, 2015

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3629 views

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37:22

Efficient Coding and Choice Behavior

Michael Woodford

Jul 28, 2015

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1787 views

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37:37

Online, semi-parametric estimation of optimal treatment allocations for the cont...

Eric B. Laber

Jul 28, 2015

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1878 views

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40:12

Reachability and Learning for Hybrid Systems

Claire J. Tomlin

Jul 28, 2015

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2652 views

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39:31

Neural coding of upshifted, downshifted, and blocked outcomes in the rat (latera...

Geoff Schoenbaum

Jul 28, 2015

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1750 views

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38:20

Gambling pigeons: Primary rewards are not all that matter

Marcia Spetch

Jul 28, 2015

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1918 views

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39:05

Proximal Reinforcement Learning: Learning to Act in Primal Dual Spaces

Sridhar Mahadevan

Jul 28, 2015

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4366 views

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38:56

Practical RL: Representation, interaction, synthesis, and morality (PRISM)

Peter Stone

Jul 28, 2015

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2815 views

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33:59

What limits performance in decision making?

Alexandre Pouget

Jul 28, 2015

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2288 views

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39:19

Childhood Is Evolution’s Way of Performing Simulated Annealing: A life history p...

Alison Gopnik

Jul 28, 2015

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2258 views

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36:14

Quickly Learning to Make Good Decisions

Emma Brunskill

Jul 28, 2015

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4200 views

Contributed Talks

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16:45

Reinforcement Learning in Decentralized Stochastic Control Systems with Partial ...

Jalal Arabneydi

Jul 28, 2015

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2176 views

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19:56

Direct Predictive Collaborative Control of a Prosthetic Arm

Patrick M. Pilarski

Jul 28, 2015

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1572 views

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18:54

Self-reinforcing expectancy effects on pain: Behavioral and brain mechanisms

Marieke Jepma

Jul 28, 2015

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1849 views

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18:08

Reinforcement learning objectives constrain the cognitive map

Kimberly Stachenfeld

Jul 28, 2015

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2913 views

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17:58

Bootstrapping Skills

Daniel Mankowitz

Jul 28, 2015

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1779 views

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21:35

Learning Dynamic Locomotion Skills for Terrains with Obstacles

Michiel van de Panne

Jul 28, 2015

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1561 views

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18:07

The formation of habits: A computational model mixing reinforcement learning and...

Meropi Topalidou

Jul 28, 2015

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2038 views

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21:26

The Role of Orbitofrontal Cortex in Cognitive Planning in the Rat

Kevin Miller

Jul 28, 2015

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2696 views

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21:04

The Online Discovery Problem and Its Application to Lifelong Reinforcement Learn...

Lihong Li

Jul 28, 2015

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2552 views

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18:43

Escaping Groundhog Day

James MacGlashan

Jul 28, 2015

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1906 views

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19:51

Utility-weighted sampling in decisions from experience

Falk Lieder

Jul 28, 2015

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2150 views

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19:49

Choice reflexes in the rodent habit system

Aaron Gruber

Jul 28, 2015

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1587 views

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16:04

Dopamine type 2 receptors control inverse temperature beta for transition from p...

Eunjeong Lee

Jul 28, 2015

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1755 views

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18:01

Multi-Objective Markov Decision Processes for Decision Support

Dan Lizotte

Jul 28, 2015

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1782 views