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Explainable and Interpretable Reinforcement Learning for Robotics - Synthesis Lectures on Artificial Intelligence and Machine Learning Aaron M. Roth
Explainable and Interpretable Reinforcement Learning for Robotics - Synthesis Lectures on Artificial Intelligence and Machine Learning
Aaron M. Roth
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.
| Media | Books Paperback Book (Book with soft cover and glued back) |
| Released | March 20, 2025 |
| ISBN13 | 9783031475207 |
| Publishers | Springer International Publishing AG |
| Pages | 114 |
| Dimensions | 170 × 238 × 11 mm · 246 g |
| Language | German |