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Aaron M. Roth, Dinesh Manocha, Ram D. Sriram, Elham Tabassi
Explainable and Interpretable Reinforcement Learning for Robotics

Synthesis Lectures on Artificial Intelligence and Machine Learning

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 c…

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Supervised and Unsupervised Statistical Data Analysis

The contributions in this book offer new insights into the theoretical and practical challenges of supervised and unsupervised learning, highlighting the remarkable breadth of contemporary statistical res…

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Advances in Computational Intelligence

Lecture Notes in Computer Science - Band 16009

.- Explainable and Interpretable Machine Learning (xAI) with a Focus on Applications..- Understanding of Latent spaces in a battery aging prediction model through eXplainable AI..- Exploring brain lateral…

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Interpretable Learning – alle Bücher

Aaron M. Roth, Dinesh Manocha, Ram D. Sriram, Elham Tabassi Explainable and Interpretable Reinforcement Learning for Robotics

Supervised and Unsupervised Statistical Data Analysis

Advances in Computational Intelligence

Aaron M. Roth, Dinesh Manocha, Ram D. Sriram, Elham Tabassi
Explainable and Interpretable Reinforcement Learning for Robotics