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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23392 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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4784 Views

Tutorial
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01:36:31

Deep Reinforcement Learning

David Silver

Jul 28, 2015

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123233 Views

Tutorial
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01:29:00

A Neuroeconomics Approach to Pathological Behavior

Ifat Levy

Jul 28, 2015

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2449 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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2237 Views

Lecture
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36:14

Quickly Learning to Make Good Decisions

Emma Brunskill

Jul 28, 2015

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4186 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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3603 Views

Lecture
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33:59

What limits performance in decision making?

Alexandre Pouget

Jul 28, 2015

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2271 Views

Lecture
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37:22

Efficient Coding and Choice Behavior

Michael Woodford

Jul 28, 2015

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1770 Views

Lecture
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40:12

Reachability and Learning for Hybrid Systems

Claire J. Tomlin

Jul 28, 2015

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2623 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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4284 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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2800 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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1858 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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1741 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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1891 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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2678 Views

Poster
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18:42

Escaping Groundhog Day

James MacGlashan

Jul 28, 2015

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1896 Views

Poster
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17:58

Bootstrapping Skills

Daniel Mankowitz

Jul 28, 2015

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1768 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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2023 Views

Poster
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18:08

Reinforcement learning objectives constrain the cognitive map

Kimberly Stachenfeld

Jul 28, 2015

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2894 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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1544 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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1557 Views

Poster
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19:51

Utility-weighted sampling in decisions from experience

Falk Lieder

Jul 28, 2015

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2130 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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1830 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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2538 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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2157 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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1740 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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1763 Views

Poster
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19:49

Choice reflexes in the rodent habit system

Aaron Gruber

Jul 28, 2015

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1573 Views

Poster