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日本代购-現場で使える!Python深層強化学習入門 強化学習と深層学習による探索と制御/伊藤多一/今津義充/須藤広大【3000円以上送料無料】
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日本代购-著者伊藤多一(著) 今津義充(著) 須藤広大(著)出版社翔泳社発売日2019年08月ISBN9784798159928ページ数313Pキーワードげんばでつかえるぱいそんしんそうきようかがくしゆう ゲンバデツカエルパイソンシンソウキヨウカガクシユウ いとう たいち いまず よしみ イトウ タイチ イマズ ヨシミ9784798159928内容紹介注目の最新AI技術!深層強化学習の開発手法がわかる!第一線で活躍する著者陣の書下ろしによる待望の1冊!【本書の目的】AlphaGo(アルファ碁)でも利用されている深層強化学習。AIサービスのみならずロボティクス分野でもその応用が期待されています。本書は、AI開発に携わる第一線の著者陣が深層強化学習の開発手法について書き下ろした注目の1冊です。【本書の特徴】第1部では、まず、深層強化学習の概要について説明します。次いで、強化学習の基礎(Q学習、方策勾配法、Actor-Critic法)と深層学習の基礎(CNN、RNN、LSTM)を解説します。さらに、簡単な例題として倒立振子制御を取り上げ、DQNとActor-Critic法による実装例を紹介します。第2部では、具体的な応用例として3つのアプローチを実装込みで解説します。1つ目は、連続動作制御です。ヒューマノイドシミュレータの2足歩行制御を試みます。2つ目は、パズル問題の解法です。巡回セールスマン問題(TSP)やルービックキューブの解探索について説明します。3つ目は、系列データ生成です。文書生成(SeqGAN)やニューラルネットワークのアーキテクチャ探索(ENAS)を解説します。全体を通して、行動の制御を担うエージェントのモデル化と、方策ベースの強化学習によるエージェントの学習法について学ぶことができます。【読者が得られること】深層強化学習による開発手法を学ぶことができます。【対象読者】深層強化学習を学びたい理工学生・エンジニア※本データはこの商品が発売された時点の情報です。目次1 基礎編(強化学習の有用性/強化学習のアルゴリズム/深層学習による特徴抽出/深層強化学習の実装)/2 応用編(連続制御問題への応用/組合せ最適化への応用/系列データ生成への応用)/APPENDIX 開発環境の構築
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页面Trace信息
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[ 25-08-14 20:17:59 ] RunTime:0.001028s SQL = SHOW COLUMNS FROM bio_agent
[ 25-08-14 20:17:59 ] RunTime:0.000310s SQL = SELECT * FROM bio_agent WHERE ( `isViews` = 1 ) AND ( `domain` LIKE '%test.ripai.com' )
[ 25-08-14 20:17:59 ] RunTime:0.000246s SQL = SELECT * FROM bio_agent WHERE ( `domain` = 'www.jp-daigou.com' )
[ 25-08-14 20:17:59 ] RunTime:0.000336s SQL = select * from bio_siteparams where FIND_IN_SET('081',AgentID)
[ 25-08-14 20:17:59 ] RunTime:0.000432s SQL = SHOW COLUMNS FROM bio_point
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错误记录 : 96条错误
[ 25-08-14 20:17:59 ] 注意:[8] A session had already been started - ignoring session_start() App.class.php 第 115 行.
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[ 25-08-14 20:17:59 ] 注意:[8] Undefined index: openid BaseAction.class.php 第 72 行.
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[ 25-08-14 20:17:59 ] 注意:[8192] Assigning the return value of new by reference is deprecated Client.php 第 179 行.
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[ 25-08-14 20:17:59 ] 注意:[2] shuffle() expects parameter 1 to be array, boolean given BaseAction.class.php 第 418 行.
[ 25-08-14 20:17:59 ] 注意:[8] Undefined property: RakutenApiExecuter::$ApiDataWorker RakutenApiExecuter.php 第 346 行.
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[ 25-08-14 20:17:59 ] 注意:[2048] Non-static method PEAR::isError() should not be called statically, assuming $this from incompatible context getApiData.php 第 503 行.
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[ 25-08-14 20:17:59 ] 注意:[2048] Non-static method PEAR::isError() should not be called statically, assuming $this from incompatible context RakutenAction.class.php 第 595 行.
[ 25-08-14 20:17:59 ] 注意:[8] Undefined index: isDebugMe RakutenAction.class.php 第 607 行.
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[ 25-08-14 20:17:59 ] 注意:[8] Undefined variable: type_ BaseAction.class.php 第 649 行.
[ 25-08-14 20:17:59 ] 注意:[8] Undefined variable: agentId common_inc.php 第 3135 行.
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[ 25-08-14 20:17:59 ] 注意:[8] Undefined variable: type_ BaseAction.class.php 第 649 行.
[ 25-08-14 20:17:59 ] 注意:[8] Undefined variable: showmiddleOfIndex bf17f8f5a76a9d7e9186c4c573d8f8fc.php 第 2 行.
[ 25-08-14 20:17:59 ] 注意:[8] Undefined variable: meta_keyword 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 7 行.
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