
Videos from Workshops
Playlist: 25 videos
Deep Reinforcement Learning
Videos from Workshops Talks
0:30:45
Deep Robust Reinforcement Learning and Regularization
Shie Mannor (Technion)
https://simons.berkeley.edu/talks/tbd-226
Deep Reinforcement Learning
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https://simons.berkeley.edu/talks/tbd-226
Deep Reinforcement Learning
0:31:56
Mixed Autonomy Traffic: A Reinforcement Learning Perspective
Cathy Wu (MIT)
https://simons.berkeley.edu/talks/tbd-225
Deep Reinforcement Learning
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https://simons.berkeley.edu/talks/tbd-225
Deep Reinforcement Learning
0:25:21
CoinDICE: Off-Policy Confidence Interval Estimation via Dual Lens
Bo Dai (Google Brain)
https://simons.berkeley.edu/talks/tbd-220
Deep Reinforcement Learning
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https://simons.berkeley.edu/talks/tbd-220
Deep Reinforcement Learning
0:32:21
Rigorous Uncertainty Quantification for Off-policy Evaluation in Reinforcement Learning: a Variational Approach
Qiang Liu (UT Austin)
https://simons.berkeley.edu/talks/tbd-211
Deep Reinforcement Learning
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https://simons.berkeley.edu/talks/tbd-211
Deep Reinforcement Learning
0:31:45
Is Safe Learning the Future of RL?
Scott Niekum (UT Austin)
https://simons.berkeley.edu/talks/tbd-210
Deep Reinforcement Learning
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https://simons.berkeley.edu/talks/tbd-210
Deep Reinforcement Learning
0:43:39
Policy Gradients Methods, Neural Policy Classes, and Distribution Shift
Sham Kakade (University of Washington)
https://simons.berkeley.edu/talks/tbd-227
Deep Reinforcement Learning
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https://simons.berkeley.edu/talks/tbd-227
Deep Reinforcement Learning
0:31:56
Fast Reinforcement Learning With Generalized Policy Updates
Doina Precup (McGill Univeristy & MILA / DeepMind)
https://simons.berkeley.edu/talks/tbd-224
Deep Reinforcement Learning
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https://simons.berkeley.edu/talks/tbd-224
Deep Reinforcement Learning
0:29:34
Exploiting Latent Structure and Bisimulation Metrics for Better Generalization
Amy Zhang (McGill University, Mila Institute, Facebook AI Research)
https://simons.berkeley.edu/talks/tbd-219
Deep Reinforcement Learning
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https://simons.berkeley.edu/talks/tbd-219
Deep Reinforcement Learning
0:28:29
Invariant Prediction for Generalization in Reinforcement Learning
Clare Lyle (University of Oxford)
https://simons.berkeley.edu/talks/tbd-212
Deep Reinforcement Learning
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https://simons.berkeley.edu/talks/tbd-212
Deep Reinforcement Learning
0:31:22
Language as a Scaffold for Reinforcement Learning
Jacob Andreas (MIT)
https://simons.berkeley.edu/talks/tbd-209
Deep Reinforcement Learning
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https://simons.berkeley.edu/talks/tbd-209
Deep Reinforcement Learning