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Reinforcement Learning and Intelligent Systems: Probability, Adaptation, Open Models, Reasoning Agents and Autonomous Intelligence - Couverture souple

Montgomery, Richard

 
9798906681102: Reinforcement Learning and Intelligent Systems: Probability, Adaptation, Open Models, Reasoning Agents and Autonomous Intelligence
Couverture souple
ISBN 13 : 9798906681102
Editeur : Scottish Science Society, 2026

Synopsis

A rigorous, interdisciplinary guide to reinforcement learning and intelligent systems, uniting probability, optimisation, control, neuroscience, robotics, language modelling and distributed systems. Richard Murdoch Montgomery develops the mathematics from explicit assumptions, pairs derivations with practical computation in Python, NumPy, PyTorch, JAX and Gymnasium, and examines open model ecosystems and autonomous agents with scientific care. Twenty-five chapters include demanding exercises with complete solutions, making this volume suitable for advanced students, researchers and professionals seeking both theoretical depth and reproducible practice.

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Éditeur
Scottish Science Society
Date d'édition
2026
Langue
anglais
ISBN 13 
9798906681102
Reliure
Tapa blanda
Nombre de pages
658
Coordonnées du fabricant
non disponible
Personne responsable
non disponible