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Risk-Conditioned Distributional Soft Actor-Critic for Risk-Sensitive Navigation


Apr 09, 2021
Jinyoung Choi, Christopher R. Dance, Jung-eun Kim, Seulbin Hwang, Kyung-sik Park

* ICRA 2021. For associated videos, see https://europe.naverlabs.com/ 

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Knowledge Graph Completion via Complex Tensor Factorization


Nov 26, 2017
Théo Trouillon, Christopher R. Dance, Johannes Welbl, Sebastian Riedel, Éric Gaussier, Guillaume Bouchard

* 38 pages, accepted in JMLR. This is an extended version of the article "Complex embeddings for simple link prediction" (ICML 2016) 

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On Inductive Abilities of Latent Factor Models for Relational Learning


Sep 17, 2017
Théo Trouillon, Éric Gaussier, Christopher R. Dance, Guillaume Bouchard

* 30+3 pages, submitted to the Journal of Artificial Intelligence Research 

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Optimal Policies for Observing Time Series and Related Restless Bandit Problems


Mar 29, 2017
Christopher R. Dance, Tomi Silander

* In submission to JMLR. Authors' website: http://www.xrce.xerox.com 

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When are Kalman-filter restless bandits indexable?


Sep 15, 2015
Christopher R. Dance, Tomi Silander

* To appear in NIPS 2015 

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Dynamic Mechanism Design for Markets with Strategic Resources


Feb 14, 2012
Swaprava Nath, Onno Zoeter, Yadati Narahari, Christopher R. Dance


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