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 Lectures · 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.

Related categories

Uploaded videos:

Tutorials

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02:48:50

Basics of Computational Reinforcement Learning

Michael Littman

Jul 28, 2015

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23358 Views

Tutorial
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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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4775 Views

Tutorial
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01:36:31

Deep Reinforcement Learning

David Silver

Jul 28, 2015

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123149 Views

Tutorial
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01:29:00

A Neuroeconomics Approach to Pathological Behavior

Ifat Levy

Jul 28, 2015

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2446 Views

Tutorial

Invited Talks

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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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2233 Views

Lecture
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36:14

Quickly Learning to Make Good Decisions

Emma Brunskill

Jul 28, 2015

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4182 Views

Lecture
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37:59

Generalization and Exploration via Value Function Randomization

Ben Van Roy

Jul 28, 2015

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3592 Views

Lecture
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33:59

What limits performance in decision making?

Alexandre Pouget

Jul 28, 2015

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2268 Views

Lecture
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37:22

Efficient Coding and Choice Behavior

Michael Woodford

Jul 28, 2015

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1767 Views

Lecture
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40:12

Reachability and Learning for Hybrid Systems

Claire J. Tomlin

Jul 28, 2015

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2617 Views

Lecture
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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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4281 Views

Lecture
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38:56

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

Peter Stone

Jul 28, 2015

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2792 Views

Lecture
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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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1855 Views

Lecture
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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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1736 Views

Poster
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38:19

Gambling pigeons: Primary rewards are not all that matter

Marcia Spetch

Jul 28, 2015

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1887 Views

Lecture

Contributed Talks

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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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2677 Views

Poster
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18:42

Escaping Groundhog Day

James MacGlashan

Jul 28, 2015

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1893 Views

Poster
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17:58

Bootstrapping Skills

Daniel Mankowitz

Jul 28, 2015

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1765 Views

Poster
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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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2020 Views

Poster
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18:08

Reinforcement learning objectives constrain the cognitive map

Kimberly Stachenfeld

Jul 28, 2015

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2891 Views

Poster
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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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1540 Views

Poster
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19:56

Direct Predictive Collaborative Control of a Prosthetic Arm

Patrick M. Pilarski

Jul 28, 2015

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1554 Views

Poster
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19:51

Utility-weighted sampling in decisions from experience

Falk Lieder

Jul 28, 2015

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2125 Views

Lecture
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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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1826 Views

Poster
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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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2534 Views

Poster
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16:45

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

Jalal Arabneydi

Jul 28, 2015

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2153 Views

Poster
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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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1738 Views

Poster
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18:01

Multi-Objective Markov Decision Processes for Decision Support

Dan Lizotte

Jul 28, 2015

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1759 Views

Poster
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19:49

Choice reflexes in the rodent habit system

Aaron Gruber

Jul 28, 2015

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1570 Views

Poster