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Poster
Mon 9:00 PAC Confidence Predictions for Deep Neural Network Classifiers
Sangdon Park · Shuo Li · Insup Lee · Osbert Bastani
Poster
Wed 17:00 Conservative Safety Critics for Exploration
Homanga Bharadhwaj · Aviral Kumar · Nicholas Rhinehart · Sergey Levine · Florian Shkurti · Animesh Garg
Poster
Tue 1:00 Risk-Averse Offline Reinforcement Learning
Núria Armengol Urpí · Sebastian Curi · Andreas Krause
Poster
Tue 17:00 Learning Safe Multi-agent Control with Decentralized Neural Barrier Certificates
Zengyi Qin · Kaiqing Zhang · Yuxiao Chen · Jingkai Chen · Chuchu Fan
Workshop
Safe Exploration Method for Reinforcement Learning under Existence of Disturbance
Yoshihiro Okawa
Workshop
Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method
Zuxin Liu