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01/28/2022
Biases in In Silico Evaluation of Molecular Optimization Methods and Bias-Reduced Evaluation Methodology
We are interested in in silico evaluation methodology for molecular opti...
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06/30/2021
Classical Planning in Deep Latent Space
Current domain-independent, classical planners require symbolic models o...
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06/02/2021
A Differentiable Point Process with Its Application to Spiking Neural Networks
This paper is concerned about a learning algorithm for a probabilistic m...
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03/27/2019
Towards Stable Symbol Grounding with Zero-Suppressed State AutoEncoder
While classical planning has been an active branch of AI, its applicabil...
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09/12/2018
Safe Exploration in Markov Decision Processes with Time-Variant Safety using Spatio-Temporal Gaussian Process
In many real-world applications (e.g., planetary exploration, robot navi...
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09/08/2018