Workshop
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Fri 12:00
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Keynote by Suchi Saria: Safety Challenges with Black-Box Predictors and Novel Learning Approaches for Failure Proofing
Suchi Saria
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Poster
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Tue 18:30
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Safe Policy Improvement with Baseline Bootstrapping
Romain Laroche · Paul TRICHELAIR · Remi Tachet des Combes
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Poster
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Thu 18:30
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Adaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional Subspaces
Johannes Kirschner · Mojmir Mutny · Nicole Hiller · Rasmus Ischebeck · Andreas Krause
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Poster
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Wed 18:30
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Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models
Michael Oberst · David Sontag
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Poster
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Wed 18:30
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Kernel-Based Reinforcement Learning in Robust Markov Decision Processes
Shiau Hong Lim · Arnaud Autef
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Poster
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Wed 18:30
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Data Poisoning Attacks on Stochastic Bandits
Fang Liu · Ness Shroff
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Poster
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Tue 18:30
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Off-Policy Deep Reinforcement Learning without Exploration
Scott Fujimoto · David Meger · Doina Precup
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Poster
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Thu 18:30
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Batch Policy Learning under Constraints
Hoang Le · Cameron Voloshin · Yisong Yue
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