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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2455 views

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02:48:50

Basics of Computational Reinforcement Learning

Michael Littman

Jul 28, 2015

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23444 views

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01:36:31

Deep Reinforcement Learning

David Silver

Jul 28, 2015

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123439 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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4796 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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3614 views

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37:22

Efficient Coding and Choice Behavior

Michael Woodford

Jul 28, 2015

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1776 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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1867 views

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40:12

Reachability and Learning for Hybrid Systems

Claire J. Tomlin

Jul 28, 2015

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2625 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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1747 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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1903 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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4289 views

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38:56

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

Peter Stone

Jul 28, 2015

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2810 views

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33:59

What limits performance in decision making?

Alexandre Pouget

Jul 28, 2015

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2276 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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2246 views

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36:14

Quickly Learning to Make Good Decisions

Emma Brunskill

Jul 28, 2015

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4189 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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2166 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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1563 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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1836 views

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18:08

Reinforcement learning objectives constrain the cognitive map

Kimberly Stachenfeld

Jul 28, 2015

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2908 views

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17:58

Bootstrapping Skills

Daniel Mankowitz

Jul 28, 2015

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1772 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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1551 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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2029 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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2687 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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2545 views

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18:43

Escaping Groundhog Day

James MacGlashan

Jul 28, 2015

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1902 views

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19:51

Utility-weighted sampling in decisions from experience

Falk Lieder

Jul 28, 2015

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2135 views

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19:49

Choice reflexes in the rodent habit system

Aaron Gruber

Jul 28, 2015

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1577 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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1749 views

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18:01

Multi-Objective Markov Decision Processes for Decision Support

Dan Lizotte

Jul 28, 2015

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1769 views