{"product_id":"information-theoretic-principles-for-agent-learning-9783031653902","title":"Information Theoretic Principles for Agent Learning","description":"This book provides readers with the fundamentals of information theoretic techniques for statistical data science analyses and for characterizing the behavior and performance of a learning agent outside of the standard results on communications and compression fundamental limits. Readers will benefit from the presentation of information theoretic quantities, definitions, and results that provide or could provide insights into data science and learning.\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003ePublication date:\u003c\/strong\u003e 7 August 2025\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003ePage count:\u003c\/strong\u003e 95\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e Height 240 mm; Width 168 mm\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003ePublisher:\u003c\/strong\u003e Springer International Publishing AG\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e Paperback\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eISBN-13:\u003c\/strong\u003e 9783031653902\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Jerry D. Gibson","offers":[{"title":"Paperback","offer_id":50207414354170,"sku":"9783031653902","price":37.16,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/files\/9783031653902.jpg?v=1788226172","url":"https:\/\/shulphink.com\/products\/information-theoretic-principles-for-agent-learning-9783031653902","provider":"Shulph Ink","version":"1.0","type":"link"}