JPWO2022004601A1 - - Google Patents

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Publication number
JPWO2022004601A1
JPWO2022004601A1 JP2022533958A JP2022533958A JPWO2022004601A1 JP WO2022004601 A1 JPWO2022004601 A1 JP WO2022004601A1 JP 2022533958 A JP2022533958 A JP 2022533958A JP 2022533958 A JP2022533958 A JP 2022533958A JP WO2022004601 A1 JPWO2022004601 A1 JP WO2022004601A1
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JP
Japan
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
JP2022533958A
Other languages
Japanese (ja)
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JPWO2022004601A5 (https=
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Publication of JPWO2022004601A1 publication Critical patent/JPWO2022004601A1/ja
Publication of JPWO2022004601A5 publication Critical patent/JPWO2022004601A5/ja
Pending legal-status Critical Current

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Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/045Combinations of networks
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/004Artificial life, i.e. computing arrangements simulating life
    • G06N3/006Artificial life, i.e. computing arrangements simulating life based on simulated virtual individual or collective life forms, e.g. social simulations or particle swarm optimisation [PSO]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/092Reinforcement learning

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Biomedical Technology (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
JP2022533958A 2020-07-03 2021-06-25 Pending JPWO2022004601A1 (https=)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
JP2020115849 2020-07-03
PCT/JP2021/024184 WO2022004601A1 (ja) 2020-07-03 2021-06-25 分散強化学習システム及び分散強化学習方法

Publications (2)

Publication Number Publication Date
JPWO2022004601A1 true JPWO2022004601A1 (https=) 2022-01-06
JPWO2022004601A5 JPWO2022004601A5 (https=) 2024-07-03

Family

ID=79315997

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2022533958A Pending JPWO2022004601A1 (https=) 2020-07-03 2021-06-25

Country Status (3)

Country Link
US (1) US20230125834A1 (https=)
JP (1) JPWO2022004601A1 (https=)
WO (1) WO2022004601A1 (https=)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2025151898A1 (en) * 2024-01-11 2025-07-17 The General Hospital Corporation Systems and methods for managing multidrug delivery using infusion pumps
JP2025138466A (ja) * 2024-03-11 2025-09-25 Kddi株式会社 通信制御システム及び通信制御方法

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019149949A1 (en) * 2018-02-05 2019-08-08 Deepmind Technologies Limited Distributed training using off-policy actor-critic reinforcement learning
WO2020095729A1 (ja) * 2018-11-09 2020-05-14 日本電信電話株式会社 分散深層学習システムおよびデータ転送方法

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019149949A1 (en) * 2018-02-05 2019-08-08 Deepmind Technologies Limited Distributed training using off-policy actor-critic reinforcement learning
WO2020095729A1 (ja) * 2018-11-09 2020-05-14 日本電信電話株式会社 分散深層学習システムおよびデータ転送方法

Non-Patent Citations (5)

* Cited by examiner, † Cited by third party
Title
HORGAN, DAN ほか: "Distributed Prioritized Experience Replay", OPENREVIEW.NET[ONLINE], JPN6025036424, 11 January 2018 (2018-01-11), ISSN: 0005786988 *
LUO, JIELIANG ほか: "Dynamic Experience Replay", ARXIV[ONLINE], JPN6025036423, 4 March 2020 (2020-03-04), ISSN: 0005786987 *
MNIH, VOLODYMYR ほか: "Asynchronous Methods for Deep Reinforcement Learning", ARXIV[ONLINE], JPN6026004312, 16 June 2016 (2016-06-16), ISSN: 0005786986 *
NAIR, ARUN ほか: "Massively Parallel Methods for Deep Reinforcement Learning", ARXIV[ONLINE], JPN6026004311, 16 July 2015 (2015-07-16), ISSN: 0005786985 *
YAZDANBAKHSH, AMIR ほか: "Massively Large-Scale Distributed Reinforcement Learning with Menger", GOOGLE AI BLOG[ONLINE], JPN6021036483, 2 October 2020 (2020-10-02), ISSN: 0005786989 *

Also Published As

Publication number Publication date
WO2022004601A1 (ja) 2022-01-06
US20230125834A1 (en) 2023-04-27

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