no code implementations • ICML 2020 • Andrey Sakryukin, Chedy Raissi, Mohan Kankanhalli
We propose a novel approach to infer the network structure for DQN models operating with high-dimensional continuous actions.
1 code implementation • 1 Apr 2020 • Erik Quintanilla, Yogesh Rawat, Andrey Sakryukin, Mubarak Shah, Mohan Kankanhalli
We demonstrate the effectiveness of the proposed model on two different large-scale and publicly available datasets, YFCC100M and NUS-WIDE.
no code implementations • ICLR 2019 • Andrey Sakryukin, Yongkang Wong, Mohan S. Kankanhalli
This property is particularly useful for user modeling (as for dialog agents) and recommendation tasks, as allows learning personalized representations of different user states.