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Microsoft Research Summit 2021 • Videos

Panel: The future of reinforcement learning

This panel brings together a variety of experts from industry and academia to discuss the question, what is the future of reinforcement learning? Reinforcement learning is an important research area in AI currently, and it has been an important research area in human and animal behavior since at least the middle of the 20th century. More recently, reinforcement learning research has been energized by a series of positive results, often based on deep models, in areas such as personalization and game-playing. However, there remain a wide variety of open questions, both theoretical and practical. We’ll gather expert perspectives on which open questions are the most important as well as where the likely answers might come from.

Learn more about the 2021 Microsoft Research Summit: https://Aka.ms/researchsummit (opens in new tab)

Piste :
Reinforcement Learning
Date:
Haut-parleurs:
Geoff Gordon, Emma Brunskill, Craig Boutilier, Sham Kakade, Joelle Pineau, Csaba Szepesvari
Affiliation:
Microsoft Research Montreal, Stanford University, Google, Microsoft Research NYC, Facebook/McGill University, DeepMind/University of Alberta
    • Portrait de Geoff Gordon

      Geoff Gordon

      Partner Researcher

    • Portrait de Emma Brunskill

      Emma Brunskill

      Associate Professor, Computer Science Department

      Stanford University

    • Portrait de Craig Boutilier

      Craig Boutilier

      Principal Scientist

      Google

    • Portrait de Sham Kakade

      Sham Kakade

      Sr. Principal Researcher

    • Portrait de Csaba Szepesvari

      Csaba Szepesvari

      Team Lead / Professor

      DeepMind / University of Alberta

    • Portrait de Joelle Pineau

      Joelle Pineau

      Managing Director / Associate Professor

      Facebook AI Research / McGill University

Reinforcement Learning