Videos

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Beyond Theory of Mind: Learning and Influencing Conventions in Multi-Agent Interactions Thumbnail

Beyond Theory of Mind: Learning and Influencing Conventions in Multi-Agent Interactions

Presenter
  • Dorsa Sadigh
February 27, 2020
IPAM
Can We Really Use Machine Learning in Safety Critical Systems? Thumbnail

Can We Really Use Machine Learning in Safety Critical Systems?

Presenter
  • Richard Murray
February 27, 2020
IPAM
Sample-Based Learning Model Predictive Control Thumbnail

Sample-Based Learning Model Predictive Control

Presenter
  • Francesco Borrelli
February 26, 2020
IPAM
Learning-based Model Predictive Control - Towards Safe Learning in Control Thumbnail

Learning-based Model Predictive Control - Towards Safe Learning in Control

Presenter
  • Melanie Zeilinger
February 26, 2020
IPAM
Integrating optimization, constraints, and control within deep learning models Thumbnail

Integrating optimization, constraints, and control within deep learning models

Presenter
  • Zico Kolter
February 26, 2020
IPAM
Wasserstein Distributionally Robust Optimization: Theory and Applications in Machine Learning Thumbnail

Wasserstein Distributionally Robust Optimization: Theory and Applications in Machine Learning

Presenter
  • Daniel Kuhn
February 26, 2020
IPAM
Safe and Efficient Exploration in Reinforcement Learning Thumbnail

Safe and Efficient Exploration in Reinforcement Learning

Presenter
  • Andreas Krause
February 26, 2020
IPAM
Learning Intended Costs: Extracting all the right information from all the right places Thumbnail

Learning Intended Costs: Extracting all the right information from all the right places

Presenter
  • Anca Dragan
February 25, 2020
IPAM
Curbing Our Enthusiasm: Constraining Decision Policies Learned from the Past to Ensure Good Futures Thumbnail

Curbing Our Enthusiasm: Constraining Decision Policies Learned from the Past to Ensure Good Futures

Presenter
  • Emma Brunskill
February 25, 2020
IPAM
Learning from Multiple Biased Sources Thumbnail

Learning from Multiple Biased Sources

Presenter
  • Clayton Scott
February 25, 2020
IAS
Trying to Make Sense of Control from Pixels Thumbnail

Trying to Make Sense of Control from Pixels

Presenter
  • Benjamin Recht
February 25, 2020
IPAM
Is the variety of singular tuples of matrices a null cone? Thumbnail

Is the variety of singular tuples of matrices a null cone?

Presenter
  • Viswambhara Makam
February 25, 2020
IAS