2023
AAAI
AAAI 2023
A New Challenge in Policy Evaluation
Abstract
Abstract This paper proposes a new challenge in policy evaluation: to improve the online data efficiency of Monte Carlo methods via information extracted from offline data while maintaining the unbiasedness of Monte Carlo methods.
🌉
Interdisciplinary Bridge
— Machine Learning and Reinforcement Learning
🧭
Keyword Pioneer
— online data efficiency
🐝
Cross-Pollinator
— Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy