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

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

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.

Tutorials

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01:29:00

A Neuroeconomics Approach to Pathological Behavior

Ifat Levy

calendar icon Jul 28, 2015 2477 views

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02:48:50

Basics of Computational Reinforcement Learning

Michael Littman

calendar icon Jul 28, 2015 23554 views

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01:36:31

Deep Reinforcement Learning

David Silver

calendar icon Jul 28, 2015 124514 views

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02:42:52

Natural RLDM: Optimal and Subptimal Control in Brain and Behavior

Nathaniel Daw

calendar icon Jul 28, 2015 4867 views

Invited Talks

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37:59

Generalization and Exploration via Value Function Randomization

Ben Van Roy

calendar icon Jul 28, 2015 3646 views

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37:22

Efficient Coding and Choice Behavior

Michael Woodford

calendar icon Jul 28, 2015 1802 views

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37:37

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

Eric B. Laber

calendar icon Jul 28, 2015 1891 views

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40:12

Reachability and Learning for Hybrid Systems

Claire J. Tomlin

calendar icon Jul 28, 2015 2670 views

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39:31

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

Geoff Schoenbaum

calendar icon Jul 28, 2015 1760 views

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38:20

Gambling pigeons: Primary rewards are not all that matter

Marcia Spetch

calendar icon Jul 28, 2015 1940 views

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39:05

Proximal Reinforcement Learning: Learning to Act in Primal Dual Spaces

Sridhar Mahadevan

calendar icon Jul 28, 2015 4395 views

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38:56

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

Peter Stone

calendar icon Jul 28, 2015 2850 views

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33:59

What limits performance in decision making?

Alexandre Pouget

calendar icon Jul 28, 2015 2302 views

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39:19

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

Alison Gopnik

calendar icon Jul 28, 2015 2284 views

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36:14

Quickly Learning to Make Good Decisions

Emma Brunskill

calendar icon Jul 28, 2015 4209 views

Contributed Talks

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16:45

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

Jalal Arabneydi

calendar icon Jul 28, 2015 2192 views

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19:56

Direct Predictive Collaborative Control of a Prosthetic Arm

Patrick M. Pilarski

calendar icon Jul 28, 2015 1584 views

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18:54

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

Marieke Jepma

calendar icon Jul 28, 2015 1857 views

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18:08

Reinforcement learning objectives constrain the cognitive map

Kimberly Stachenfeld

calendar icon Jul 28, 2015 2923 views

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17:58

Bootstrapping Skills

Daniel Mankowitz

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21:35

Learning Dynamic Locomotion Skills for Terrains with Obstacles

Michiel van de Panne

calendar icon Jul 28, 2015 1574 views

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18:07

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

Meropi Topalidou

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21:26

The Role of Orbitofrontal Cortex in Cognitive Planning in the Rat

Kevin Miller

calendar icon Jul 28, 2015 2707 views

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21:04

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

Lihong Li

calendar icon Jul 28, 2015 2571 views

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18:43

Escaping Groundhog Day

James MacGlashan

calendar icon Jul 28, 2015 1917 views

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19:51

Utility-weighted sampling in decisions from experience

Falk Lieder

calendar icon Jul 28, 2015 2165 views

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19:49

Choice reflexes in the rodent habit system

Aaron Gruber

calendar icon Jul 28, 2015 1598 views

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16:04

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

Eunjeong Lee

calendar icon Jul 28, 2015 1768 views

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18:01

Multi-Objective Markov Decision Processes for Decision Support

Dan Lizotte

calendar icon Jul 28, 2015 1794 views

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