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Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution
Time series prediction is an important problem in machine learning. Prev...
03/09/2020 ∙ by Sankalp Garg, et al. ∙
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Generalized Neural Policies for Relational MDPs
A Relational Markov Decision Process (RMDP) is a first-order representat...
02/18/2020 ∙ by Sankalp Garg, et al. ∙
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Size Independent Neural Transfer for RDDL Planning
Neural planners for RDDL MDPs produce deep reactive policies in an offli...
02/08/2019 ∙ by Sankalp Garg, et al. ∙
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Transfer of Deep Reactive Policies for MDP Planning
Domain-independent probabilistic planners input an MDP description in a ...
10/26/2018 ∙ by Aniket Bajpai, et al. ∙
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