Videos

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Mean field approximations via log-concavity, and a non-asymptotic perspective on mean field control Thumbnail

Mean field approximations via log-concavity, and a non-asymptotic perspective on mean field control

Presenter
  • Daniel Lacker
May 26, 2022
IMSI
Reinforcement Learning Algorithm for Mixed Mean Field Control Games Thumbnail

Reinforcement Learning Algorithm for Mixed Mean Field Control Games

Presenter
  • Jean-Pierre Fouque
May 26, 2022
IMSI
Assessing Transfer Learning Thumbnail

Assessing Transfer Learning

Presenter
  • Haoyang Cao
May 26, 2022
IMSI
An Overview of Learning Mean Field Games Thumbnail

An Overview of Learning Mean Field Games

Presenter
  • Mathieu Lauriere
May 26, 2022
IMSI
Model-Free Mean-Field Reinforcement Learning: Mean-Field MDP and Mean-Field Q-Learning Thumbnail

Model-Free Mean-Field Reinforcement Learning: Mean-Field MDP and Mean-Field Q-Learning

Presenter
  • Rene Carmona
May 26, 2022
IMSI
Optimal bailout strategies resulting from the drift controlled supercooled Stefan problem Thumbnail

Optimal bailout strategies resulting from the drift controlled supercooled Stefan problem

Presenter
  • Christa Cuchiero
May 25, 2022
IMSI
Exploration-exploitation trade-off for continuous-time episodic reinforcement learning Thumbnail

Exploration-exploitation trade-off for continuous-time episodic reinforcement learning

Presenter
  • Lukas Szpruch
May 25, 2022
IMSI
Mean Field Optimization regularized by Fisher Information Thumbnail

Mean Field Optimization regularized by Fisher Information

Presenter
  • Zhenjie Ren
May 25, 2022
IMSI
Scalable Deep Reinforcement Learning Algorithms for Mean Field Games Thumbnail

Scalable Deep Reinforcement Learning Algorithms for Mean Field Games

Presenter
  • Sarah Perrin
May 25, 2022
IMSI
An Optimization Framework for Solving Mean-Field Games Thumbnail

An Optimization Framework for Solving Mean-Field Games

Presenter
  • Anran Hu
May 25, 2022
IMSI
Controlling the propagation of epidemics via mean-field control Thumbnail

Controlling the propagation of epidemics via mean-field control

Presenter
  • Siting Liu
May 25, 2022
IMSI
Sensitivity and Robustness of Stackelberg Mean-Field Games through an Optimization Lense Thumbnail

Sensitivity and Robustness of Stackelberg Mean-Field Games through an Optimization Lense

Presenter
  • Jiacheng Zhang
May 25, 2022
IMSI