Deep reinforcement learning = fronti...
Sewak, Mohit.

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  • Deep reinforcement learning = frontiers of artificial intelligence /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Deep reinforcement learning/ by Mohit Sewak.
    其他題名: frontiers of artificial intelligence /
    作者: Sewak, Mohit.
    出版者: Singapore :Springer Singapore : : 2019.,
    面頁冊數: xvii, 203 p. :ill. (some col.), digital ;24 cm.
    內容註: Introduction to Reinforcement Learning -- Mathematical and Algorithmic understanding of Reinforcement Learning -- Coding the Environment and MDP Solution -- Temporal Difference Learning, SARSA, and Q Learning -- Q Learning in Code -- Introduction to Deep Learning -- Implementation Resources -- Deep Q Network (DQN), Double DQN and Dueling DQN -- Double DQN in Code -- Policy-Based Reinforcement Learning Approaches -- Actor-Critic Models & the A3C -- A3C in Code -- Deterministic Policy Gradient and the DDPG -- DDPG in Code.
    Contained By: Springer eBooks
    標題: Reinforcement learning. -
    電子資源: https://doi.org/10.1007/978-981-13-8285-7
    ISBN: 9789811382857
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