Rchr
J-GLOBAL ID:201901017616960631
Update date: Feb. 01, 2024
HIRANO Masanori
ヒラノ マサノリ | HIRANO Masanori
Affiliation and department:
Job title:
Researcher
Homepage URL (1):
https://mhirano.jp/
Research field (5):
Other
, Web and service informatics
, Computational science
, Money and finance
, Intelligent informatics
Research keywords (11):
Deep Hedging
, Financial Market
, Social Simulation
, Multi Agent
, Artificial Intelligence
, Data Mining
, Text Mining
, Natural Language Processing
, Multi Agent Simulation
, Multi Agent System
, Artificial Market
Research theme for competitive and other funds (1):
- 2021 - 2024 データ融合による信頼性の高い金融市場モデル構築
Papers (27):
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Long CHENG, Masanori HIRANO, Kiyoshi IZUMI. Analysis of Carbon Neutrality Strategies of Industrial Consumers Using Electric Power Market Simulations. Journal of Information Processing. 2024. 65. 1. 46-60
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Masanori Hirano, Masahiro Suzuki, Hiroki Sakaji. llm-japanese-dataset v0: Construction of Japanese Chat Dataset for Large Language Models and Its Methodology. Advances in Networked-based Information Systems. 2023. 442-454
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Masanori HIRANO, Kiyoshi IZUMI. Neural-network-based parameter tuning for multi-agent simulation using deep reinforcement learning. World Wide Web. 2023
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Masanori HIRANO, Kentaro IMAJI, Kentaro Minami, Takuya SHIMADA. Efficient Learning of Nested Deep Hedging using Multiple Options. 14th IIAI International Congress on Advanced Applied Informatics. 2023. 514-521
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Masanori HIRANO, Hiroki SAKAJI, Kiyoshi IZUMI. Policy Gradient Stock GAN for Realistic Discrete Order Data Generation in Financial Markets. 14th IIAI International Congress on Advanced Applied Informatics. 2023. 361-368
more...
MISC (29):
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平野 正徳, 高田 亮介, 和泉 潔. PAMS: Platform for Artificial Market Simulations ~Pythonベースの人工市場シミュレーションプラットフォームと深層学習との融合~. 合同エージェントワークショップ&シンポジウム2023 (JAWS2023). 2023
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鈴木 雅弘, 平野 正徳, 坂地 泰紀. 日本語インストラクションデータを用いた対話可能な日本語大規模言語モデルのLoRAチューニング. 第20回テキストアナリティクス・シンポジウム. 2023
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平野 正徳, 鈴木 雅弘, 坂地 泰紀. llm-japanese-dataset v0: 大規模言語モデルのための日本語チャットデータセット構築. 情報処理学会 第257回自然言語処理研究発表会 (NL研). 2023
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平野正徳, 高田 亮介, 和泉 潔. PAMS: Platform for Artificial Market Simulations ~Pythonベースの人工市場シミュレーションプラットフォームと深層学習との融合~. 2023
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Masanori Hirano, Kentaro Minami, Kentaro Imajo. Adversarial Deep Hedging: Learning to Hedge without Price Process Modeling. 2023
more...
Patents (1):
Lectures and oral presentations (6):
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日本語インストラクションデータセットの構築とその適用による大規模言語モデルのチューニング
(NLP若手の会(Yans) 第18回シンポジウム 2023)
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Deep Hedgingの発展と応用
(MPTフォーラム 2023)
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Constructing and Analyzing Domain-Specific Language Model for Financial Text Mining
(Information Processing and Management Conference 2022)
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Toward Quantitative Evaluation of Artificial Market Simulation Using GAN
(2022)
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Comparison of Behaviors of Actual and Simulated HFT Traders for Agent Design
(The 22nd International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2019) 2019)
more...
Works (4):
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izumi-lab/llm-japanese-dataset
Masanori HIRANO, Masahiro SUZUKIl, Hiroki SAKAJI 2023 -
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PAMS: Platform for Artificial Market Simulations
Masanori HIRANO 2022 -
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PlhamJ
Takuma Torii, Kiyoshi Izumi, Tomio Kamada, Hiroto Yonenoh, Daisuke Fujishima, Izuru Matsuura, Masanori Hirano, Tosiyuki Takahashi 2019 -
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Plham
Takuma Torii, Kiyoshi Izumi, Tomio Kamada, Hiroto Yonenoh, Daisuke Fujishima, Izuru Matsuura, Masanori Hirano, Tosiyuki Takahashi 2019 -
Education (4):
- 2020 - 現在 The University of Tokyo The School of Engineering Department of System Innovation
- 2019 - 2020 The University of Tokyo School of Engineering Department of Systems Innovation
- 2017 - 2019 The University of Tokyo Faculty of Engineering Department of Systems Innovation
- 2015 - 2017 The University of Tokyo College of Arts and Sciences (Junior Division) Natural Sciences I
Professional career (3):
- Bachelor of Engineering (The University of Tokyo)
- Master of Engineering (The University of Tokyo)
- Ph.D. (The University of Tokyo)
Work history (3):
- 2023/10 - 現在 Preferred Networks, Inc. Researcher
- 2021/04 - 2023/09 Japan Society for the Promotion of Science Research Fellow (DC1)
- 2019/08 - 2023/09 The University of Tokyo School of Engineering Technical Assistant
Awards (21):
- 2023/10 - IEEE IEEE Computer Society Japan Chapter JAWS Young Researcher Award PAMS: Platform for Artificial Market Simulations --Python-based Platform for Artificial Market Simulations and Challenges on its Integration with Deep Learning--
- 2023/10 - Special Interest Group on Financial Informatics of Japanese Society for Artificial Intelligence AY2022 Student Best Paper Award Adversarial Deep Hedging Free from the Assumption of Underliers' Price Process
- 2023/09 - JAWS (Joint Agent Workshop & Symposium) JAWS (Joint Agent Workshop & Symposium) Excellence Award PAMS: Platform for Artificial Market Simulations --Python-based Platform for Artificial Market Simulations and Challenges on its Integration with Deep Learning--
- 2023/08 - 18th Symposium of Young Researcher Association for NLP Studies Honorable Mention Award Construction of Japanese Instruction Dataset and its Application to Tuning of Large-scale Language Models
- 2023/08 - 18th Symposium of Young Researcher Association for NLP Studies ELYZA Award (Sponsor Award) Construction of Japanese Instruction Dataset and its Application to Tuning of Large-scale Language Models
- 2023/07 - International Institute of Applied Informatics Competitive Paper Award in 14th IIAI International Congress on Advanced Applied Informatics
- 2022/12 - International Institute of Applied Informatics Competitive Paper Award in 13th IIAI International Congress on Advanced Applied Informatics Efficient Parameter Tuning for Multi-agent Simulation Using Deep Reinforcement Learning
- 2022/11 - IEEE International Conference on Agents (IEEE ICA 2022) Best paper award in the 6th IEEE International Conference on Agents (IEEE ICA 2022) Quantitative Tuning of Artificial Market Simulation using Generative Adversarial Network
- 2022/10 - Student best paper award in the 9th International Conference on Behavioral and Social Computing (BESC 2022)
- 2022/09 - Encouragement award in the 6th Symposium on Multi Agent Systems for Harmonization (SMASH22 Summer Symposium)
- 2022/09 - Runner-up award in the 6th Symposium on Multi Agent Systems for Harmonization (SMASH22 Summer Symposium)
- 2022/07 - International Institute of Applied Informatics Best Paper Award in IIAI International Congress on Advanced Applied Informatics Analysis of Demand Response Scenarios by Industrial Consumers Using Artificial Electric Power Market Simulations
- 2022/06 - The Japanese Society for Artificial Intelligence JSAI Incentive Award Analysis of Electricity Procurement Scenarios for Achieving Carbon Neutrality by Large Consumers
- 2021/07 - The Japanese Society for Artificial Intelligence JSAI Annual Conference Award STBM+: Advanced Stochastic Trading Behavior Model for Financial Markets based on Residual Blocks or Transformers
- 2021/03 - The University of Tokyo Dean’s Award AY2020
- 2020/11 - Nominated for student paper award in the 23rd International Conference on Principles and Practice of Multi-Agent Systems
- 2019/10 - Nominated for best paper award in the 22nd International Conference on Principles and Practice of Multi-Agent Systems
- 2019/08 - Winner (1st place) of Standard Track in Supply Chain Management League (SCML) of the Tenth International Automated Negotiating Agents Competition (ANAC 2019)
- 2019/08 - Winner (1st place) of Collusion Track in Supply Chain Management League (SCML) of the Tenth International Automated Negotiating Agents Competition (ANAC 2019)
- 2019/03 - The University of Tokyo Dean’s Award AY2018, Faculty of Engineering
- 2018 - The Japanese Society for Artificial Intelligence The Japanese Society for Artificial Intelligence Annual Conference Student Incentive Award
Show all
Association Membership(s) (1):
THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE
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