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15 Results
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Poster
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Tue 17:30 |
Certainty Equivalence is Efficient for Linear Quadratic Control Horia Mania · Stephen Tu · Benjamin Recht |
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Poster
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Wed 10:45 |
A Latent Variational Framework for Stochastic Optimization Philippe Casgrain |
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Poster
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Thu 10:45 |
Learning Stable Deep Dynamics Models J. Zico Kolter · Gaurav Manek |
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Poster
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Tue 10:45 |
Logarithmic Regret for Online Control Naman Agarwal · Elad Hazan · Karan Singh |
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Poster
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Wed 10:45 |
Online Optimal Control with Linear Dynamics and Predictions: Algorithms and Regret Analysis Yingying Li · Xin Chen · Na Li |
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Poster
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Tue 10:45 |
You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle Dinghuai Zhang · Tianyuan Zhang · Yiping Lu · Zhanxing Zhu · Bin Dong |
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Poster
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Thu 10:45 |
Abstraction based Output Range Analysis for Neural Networks Pavithra Prabhakar · Zahra Rahimi Afzal |
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Poster
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Tue 17:30 |
Finite-time Analysis of Approximate Policy Iteration for the Linear Quadratic Regulator Karl Krauth · Stephen Tu · Benjamin Recht |
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Poster
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Tue 10:45 |
Universal Approximation of Input-Output Maps by Temporal Convolutional Nets Joshua Hanson · Maxim Raginsky |
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Poster
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Tue 10:45 |
Input-Output Equivalence of Unitary and Contractive RNNs Melikasadat Emami · Mojtaba Sahraee Ardakan · Sundeep Rangan · Alyson Fletcher |
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Poster
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Tue 17:30 |
Robust exploration in linear quadratic reinforcement learning Jack Umenberger · Mina Ferizbegovic · Thomas Schön · Håkan Hjalmarsson |
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Poster
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Wed 17:00 |
Semi-Parametric Efficient Policy Learning with Continuous Actions Victor Chernozhukov · Mert Demirer · Greg Lewis · Vasilis Syrgkanis |