Videos

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Reinforcement Learning in High Dimensional Systems (and why "reward" is not enough...)

Presenter
  • Sham Kakade
August 2, 2021
ICERM
Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning Thumbnail

Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning

Presenter
  • Sham Kakade
November 8, 2019
IAS
Reinforcement Learning, Deep Learning,?and the Role of Policy Gradient Methods Thumbnail

Reinforcement Learning, Deep Learning,?and the Role of Policy Gradient Methods

Presenter
  • Sham Kakade
October 18, 2019
IAS
The Non-Stochastic Control Problem Thumbnail

The Non-Stochastic Control Problem

Presenter
  • Elad Hazan
May 18, 2020
IAS
Rethinking Control Thumbnail

Rethinking Control

Presenter
  • Elad Hazan
October 2, 2019
IAS

Towards a Theory of Representation Learning for Reinforcement Learning

Presenter
  • Alekh Agarwal
August 2, 2021
ICERM
How to Escape Saddle Points Efficiently? Thumbnail

How to Escape Saddle Points Efficiently?

Presenter
  • Rong Ge
October 3, 2017
IPAM
AFEABIC: An adaptive finite element library for Kohn-Sham and time-dependent Kohn-Sham equations Thumbnail

AFEABIC: An adaptive finite element library for Kohn-Sham and time-dependent Kohn-Sham equations

Presenter
  • Guanghui Hu
April 25, 2017
IMA
Kohn-Sham models (mathematical) Thumbnail

Kohn-Sham models (mathematical)

Presenter
  • Carlos García-Cervera
August 22, 2016
IPAM
Kohn-Sham equations Thumbnail

Kohn-Sham equations

Presenter
  • Kieron Burke
August 22, 2016
IPAM
Kohn-Sham density functional theory for strong-interacting systems Thumbnail

Kohn-Sham density functional theory for strong-interacting systems

Presenter
  • Paola Gori-Giorgi
September 6, 2013
IPAM
The Kohn-Sham Model for Crystals with Local Defects Thumbnail

The Kohn-Sham Model for Crystals with Local Defects

Presenter
  • Eric Cances
October 5, 2012
IPAM