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pro vyhledávání: '"Tottori, Takehiro"'
Despite being optimized, the information processing of biological organisms exhibits significant variability in its complexity and capability. One potential source of this diversity is the limitation of resources required for information processing.
Externí odkaz:
http://arxiv.org/abs/2409.14003
Biological information processing manifests a huge variety in its complexity and capability among different organisms, which presumably stems from the evolutionary optimization under limited computational resources. Starting from the simplest memory-
Externí odkaz:
http://arxiv.org/abs/2409.14002
Memory-limited partially observable stochastic control (ML-POSC) is the stochastic optimal control problem under incomplete information and memory limitation. In order to obtain the optimal control function of ML-POSC, a system of the forward Fokker-
Externí odkaz:
http://arxiv.org/abs/2210.13040
Publikováno v:
Entropy 2023, 25(5), 791
Decentralized stochastic control (DSC) considers the optimal control problem of a multi-agent system. However, DSC cannot be solved except in the special cases because the estimation among the agents is generally intractable. In this work, we propose
Externí odkaz:
http://arxiv.org/abs/2209.05067
Publikováno v:
Entropy 2022, 24(11), 1599
Control problems with incomplete information and memory limitation appear in many practical situations. Although partially observable stochastic control (POSC) is a conventional theoretical framework that considers the optimal control problem with in
Externí odkaz:
http://arxiv.org/abs/2203.10682
Publikováno v:
Entropy 2021, 23, 551
Decentralized partially observable Markov decision process (DEC-POMDP) models sequential decision making problems by a team of agents. Since the planning of DEC-POMDP can be interpreted as the maximum likelihood estimation for the latent variable mod
Externí odkaz:
http://arxiv.org/abs/2103.10752
Publikováno v:
Phys. Rev. E 100, 042403 (2019)
Fluctuations in intracellular reactions (intrinsic noise) reduce the information transmitted from an extracellular input to a cellular response. However, recent studies have demonstrated that the decrease in the transmitted information with respect t
Externí odkaz:
http://arxiv.org/abs/1904.06639
Autor:
Tottori, Takehiro1 (AUTHOR) takehiro_tottori@sat.t.u-tokyo.ac.jp, Kobayashi, Tetsuya J.1,2,3,4 (AUTHOR)
Publikováno v:
Entropy. May2023, Vol. 25 Issue 5, p791. 26p.
Autor:
Tottori, Takehiro1 (AUTHOR) takehiro_tottori@sat.t.u-tokyo.ac.jp, Kobayashi, Tetsuya J.1,2,3,4 (AUTHOR)
Publikováno v:
Entropy. Feb2023, Vol. 25 Issue 2, p208. 34p.
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