Name: Explainable and Interpretable Reinforcement Learning for Robotics
Price: 1995.00 TWD
Availability: InStock
Author: Aaron M. Roth;Ram D. Sriram;Elham Tabassi;Dinesh Manocha
ISBN: 9783031475207

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Explainable and Interpretable Reinforcement Learning for Robotics

Type

Physical Book

Publisher

Springer International Publishing AG

Author

Aaron M. Roth;Ram D. Sriram;Elham Tabassi;Dinesh Manocha

Collection

Synthesis Lectures on Artificial Intelligence and Machine Learning

Year

2025

Pages

114

Format

Paperback

Dimensions

24.00 x 16.80 cm

ISBN13

9783031475207

Explainable and Interpretable Reinforcement Learning for Robotics

Aaron M. Roth;Ram D. Sriram;Elham Tabassi;Dinesh Manocha (Author) · Springer International Publishing AG · Paperback

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Synopsis "Explainable and Interpretable Reinforcement Learning for Robotics"

This book surveys the state of the art in explainable and interpretable reinforcement learning (RL) as relevant for robotics. While RL in general has grown in popularity and been applied to increasingly complex problems, several challenges have impeded the real-world adoption of RL algorithms for robotics and related areas.