Videos

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Reinforcement Learning, Bit by Bit

Presenter
  • Xiuyuan Lucy Lu
August 4, 2021
ICERM

On the effectiveness of nonconvex policy optimization

Presenter
  • Yuxin Chen
August 4, 2021
ICERM

On The Convergence Rate Of Entropy-regularized Natural Policy Gradient With Linear Function

Presenter
  • R. Srikant
August 3, 2021
ICERM

Algorithms for metric elicitation via the geometry of classifier statistics.

Presenter
  • Sanmi Koyejo
August 3, 2021
ICERM

Reinforcement learning with factorization

Presenter
  • Devavrat Shah
August 3, 2021
ICERM

A Lyapunov approach for finite-sample convergence bounds with off-policy RL

Presenter
  • Sanjay Shakkottai
August 3, 2021
ICERM

Batch Value Function Tournament

Presenter
  • Nan Jiang
August 3, 2021
ICERM

Planning and Learning from Interventions

Presenter
  • Caroline Uhler
August 3, 2021
ICERM

Preference based RL with finite time guarantees

Presenter
  • Aarti Singh
August 2, 2021
ICERM

Frank-Wolfe Methods in Probability Space

Presenter
  • Jose Blanchet
August 2, 2021
ICERM

Towards a Theory of Representation Learning for Reinforcement Learning

Presenter
  • Alekh Agarwal
August 2, 2021
ICERM

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

Presenter
  • Sham Kakade
August 2, 2021
ICERM