JOURNAL ARTICLE

Sample-Efficient Reinforcement Learning From Human Feedback via Information-Directed Sampling

Qi HanHaochen YangQiaosheng ZhangZhuoran Yang

Year: 2025 Journal:   IEEE Transactions on Information Theory Vol: 71 (10)Pages: 7942-7958   Publisher: Institute of Electrical and Electronics Engineers
Keywords:
Reinforcement learning Computer science Sample (material) Sampling (signal processing) Artificial intelligence Machine learning Statistics Mathematics Computer vision

Metrics

0
Cited By
0.00
FWCI (Field Weighted Citation Impact)
0
Refs
0.13
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Reinforcement Learning in Robotics
Physical Sciences →  Computer Science →  Artificial Intelligence
Distributed Sensor Networks and Detection Algorithms
Physical Sciences →  Computer Science →  Computer Networks and Communications
Neural Networks and Applications
Physical Sciences →  Computer Science →  Artificial Intelligence
© 2026 ScienceGate Book Chapters — All rights reserved.