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09/19/2023
Information geometric bound on general chemical reaction networks
We investigate the dynamics of chemical reaction networks (CRNs) with th...
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05/21/2023
Mol-PECO: a deep learning model to predict human olfactory perception from molecular structures
While visual and auditory information conveyed by wavelength of light an...
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11/26/2022
Information Geometry of Dynamics on Graphs and Hypergraphs
We introduce a new information-geometric structure of dynamics on discre...
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09/12/2022
Mean-Field Control Approach to Decentralized Stochastic Control with Finite-Dimensional Memories
Decentralized stochastic control (DSC) considers the optimal control pro...
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03/19/2021
Forward and Backward Bellman equations improve the efficiency of EM algorithm for DEC-POMDP
Decentralized partially observable Markov decision process (DEC-POMDP) m...
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03/01/2017