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Poster
Mon 9:00 Disentangling 3D Prototypical Networks for Few-Shot Concept Learning
Mihir Prabhudesai · Shamit Lal · Darshan Patil · Hsiao-Yu Tung · Adam Harley · Katerina Fragkiadaki
Poster
Mon 17:00 Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning
Shauharda Khadka · Estelle Aflalo · Mattias Marder · Avrech Ben-David · Santiago Miret · Shie Mannor · Tamir Hazan · Hanlin Tang · Somdeb Majumdar
Poster
Mon 17:00 Regularized Inverse Reinforcement Learning
Wonseok Jeon · Chen-Yang Su · Paul Barde · Thang Doan · Derek Nowrouzezahrai · Joelle Pineau
Poster
Tue 17:00 RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs
Meng Qu · Junkun Chen · Louis-Pascal A Xhonneux · Yoshua Bengio · Jian Tang
Oral
Wed 11:45 Evolving Reinforcement Learning Algorithms
John Co-Reyes · Yingjie Miao · Daiyi Peng · Esteban Real · Quoc V Le · Sergey Levine · Honglak Lee · Aleksandra Faust
Poster
Wed 17:00 Evolving Reinforcement Learning Algorithms
John Co-Reyes · Yingjie Miao · Daiyi Peng · Esteban Real · Quoc V Le · Sergey Levine · Honglak Lee · Aleksandra Faust
Spotlight
Wed 21:35 Regularized Inverse Reinforcement Learning
Wonseok Jeon · Chen-Yang Su · Paul Barde · Thang Doan · Derek Nowrouzezahrai · Joelle Pineau
Poster
Thu 1:00 Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search
Peidong Liu · Gengwei Zhang · Bochao Wang · Hang Xu · Xiaodan Liang · Yong Jiang · Zhenguo Li
Poster
Thu 1:00 Genetic Soft Updates for Policy Evolution in Deep Reinforcement Learning
Enrico Marchesini · Davide Corsi · Alessandro Farinelli
Poster
Thu 9:00 Learning to live with Dale's principle: ANNs with separate excitatory and inhibitory units
Jonathan Cornford · Damjan Kalajdzievski · Marco Leite · Amélie Lamarquette · Dimitri Kullmann · Blake A Richards
Poster
Thu 17:00 Molecule Optimization by Explainable Evolution
Binghong Chen · Tianzhe Wang · Chengtao Li · Hanjun Dai · Le Song
Workshop
Fri 5:15 Beyond Static Papers: Rethinking How We Share Scientific Understanding in ML
Krishna Murthy Jatavallabhula · Bhairav Mehta · Tegan Maharaj · Amy Tabb · Khimya Khetarpal · Aditya Kusupati · Anna Rogers · Sara Hooker · Breandan Considine · Devi Parikh · Derek Nowrouzezahrai · Yoshua Bengio