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04/07/2021
Risk-Conditioned Distributional Soft Actor-Critic for Risk-Sensitive Navigation
Modern navigation algorithms based on deep reinforcement learning (RL) s...
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09/17/2017
On Inductive Abilities of Latent Factor Models for Relational Learning
Latent factor models are increasingly popular for modeling multi-relatio...
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03/29/2017
Optimal Policies for Observing Time Series and Related Restless Bandit Problems
The trade-off between the cost of acquiring and processing data, and unc...
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02/22/2017
Knowledge Graph Completion via Complex Tensor Factorization
In statistical relational learning, knowledge graph completion deals wit...
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09/15/2015
When are Kalman-filter restless bandits indexable?
We study the restless bandit associated with an extremely simple scalar ...
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02/14/2012