{"product_id":"reinforcement-learning-industrial-applications-of-intelligent-agents-9781098114831","title":"Reinforcement Learning: Industrial Applications of Intelligent Agents","description":"\u003cp\u003e • Author(s): Phil Winder D\u003cbr\u003e • Publisher: O'Reilly Media\u003cbr\u003e • Publisher Imprint: O'Reilly Media\u003cbr\u003e • BISAC: Business \u0026amp; Productivity Software - Business Intelligence\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eReinforcement learning (RL) will deliver one of the biggest breakthroughs in AI over the next decade, enabling algorithms to learn from their environment to achieve arbitrary goals. This exciting development avoids constraints found in traditional machine learning (ML) algorithms. This practical book shows data science and AI professionals how to learn by reinforcement and enable a machine to learn by itself. \u003c\/p\u003e\u003cp\u003e Author Phil Winder of Winder Research covers everything from basic building blocks to state-of-the-art practices. You'll explore the current state of RL, focus on industrial applications, learn numerous algorithms, and benefit from dedicated chapters on deploying RL solutions to production. This is no cookbook; doesn't shy away from math and expects familiarity with ML. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eLearn what RL is and how the algorithms help solve problems \u003c\/li\u003e\n\u003cli\u003eBecome grounded in RL fundamentals including Markov decision processes, dynamic programming, and temporal difference learning \u003c\/li\u003e\n\u003cli\u003eDive deep into a range of value and policy gradient methods \u003c\/li\u003e\n\u003cli\u003eApply advanced RL solutions such as meta learning, hierarchical learning, multi-agent, and imitation learning \u003c\/li\u003e\n\u003cli\u003eUnderstand cutting-edge deep RL algorithms including Rainbow, PPO, TD3, SAC, and more \u003c\/li\u003e\n\u003cli\u003eGet practical examples through the accompanying website \u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media","offers":[{"title":"Paperback","offer_id":45045899100311,"sku":"9781098114831","price":4400.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781098114831.webp?v=1769198903","url":"https:\/\/atlanticbooks.com\/products\/reinforcement-learning-industrial-applications-of-intelligent-agents-9781098114831","provider":"Atlantic Books","version":"1.0","type":"link"}