arXiv stat.ML
· Papers
Reinforcement Learning in the Real World: A Survey of Statistical Challenges and Future Directions
arXiv:2601.15353v2 Announce Type: replace-cross Abstract: Reinforcement learning (RL) has achieved remarkable success in real-world decision-making across diverse domains, including gaming, robotics, online advertising, public health, and natural language processing. Despite these advances, a substantial gap remains be