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Poster
Tue 17:00 Implicit Under-Parameterization Inhibits Data-Efficient Deep Reinforcement Learning
Aviral Kumar · Rishabh Agarwal · Dibya Ghosh · Sergey Levine
Poster
Thu 9:00 C-Learning: Learning to Achieve Goals via Recursive Classification
Benjamin Eysenbach · Ruslan Salakhutdinov · Sergey Levine
Poster
Mon 1:00 Randomized Ensembled Double Q-Learning: Learning Fast Without a Model
Xinyue Chen · Che Wang · Zijian Zhou · Keith Ross
Poster
Mon 1:00 QPLEX: Duplex Dueling Multi-Agent Q-Learning
Jianhao Wang · Zhizhou Ren · Terry Liu · Yang Yu · Chongjie Zhang
Poster
Tue 9:00 C-Learning: Horizon-Aware Cumulative Accessibility Estimation
Panteha Naderian · Gabriel Loaiza-Ganem · Harry Braviner · Anthony Caterini · Jesse C Cresswell · Tong Li · Animesh Garg
Poster
Wed 1:00 Explainable Deep One-Class Classification
Philipp Liznerski · Lukas Ruff · Robert A Vandermeulen · Billy J Franks · Marius Kloft · Klaus R Muller
Poster
Thu 9:00 Efficient Transformers in Reinforcement Learning using Actor-Learner Distillation
Emilio Parisotto · Ruslan Salakhutdinov
Workshop
Fri 9:06 Q&A for Biased Client Selection for Improved Convergence of Federated Learning
Workshop
Fri 10:05 Q&A for Inference Risks for Machine Learning
Workshop
Fri 6:31 Reasoning with Deep Learning Architectures Based on System 2 Inductive Biases
Yoshua Bengio
Poster
Tue 1:00 Contemplating Real-World Object Classification
Ali Borji
Workshop
Fri 7:10 Poster Spotlight "Measuring Uncertainty through Bayesian Learning of Deep Neural Network Structure"
Zhijie Deng