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