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Poster
Wed 14:00 Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification
Ruoxi Jiang · Rebecca Willett
Poster
Thu 9:00 Recruitment Strategies That Take a Chance
Gregory Kehne · Ariel Procaccia · Jingyan Wang
Poster
Thu 14:00 Distributional Reward Estimation for Effective Multi-agent Deep Reinforcement Learning
Jifeng Hu · Yanchao Sun · Hechang Chen · Sili Huang · haiyin piao · Yi Chang · Lichao Sun
Poster
Tue 14:00 JAWS: Auditing Predictive Uncertainty Under Covariate Shift
Drew Prinster · Anqi Liu · Suchi Saria
Poster
Wed 9:00 Why So Pessimistic? Estimating Uncertainties for Offline RL through Ensembles, and Why Their Independence Matters
Kamyar Ghasemipour · Shixiang (Shane) Gu · Ofir Nachum
Poster
Tue 14:00 Deep Ensembles Work, But Are They Necessary?
Taiga Abe · Estefany Kelly Buchanan · Geoff Pleiss · Richard Zemel · John Cunningham