Reinforcement learning from human feedback — citation graph of key research
Explore the most influential research on reinforcement learning from human feedback as an interactive citation graph on Constellation. The papers below are connected by direct citations and shared references — open any one to center the graph on it and discover related work.
Top papers on reinforcement learning from human feedback
- Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
Yuntao Bai, Jones, Andy, Kamal Ndousse et al. — 2022 · arXiv (Cornell University) · 417 citations - A Survey of Reinforcement Learning from Human Feedback
Timo Kaufmann, Paul Weng, Viktor Bengs et al. — 2023 · arXiv (Cornell University) · 43 citations - RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs
Shreyas Chaudhari, Pranjal Aggarwal, Vishvak Murahari et al. — 2025 · ACM Computing Surveys · 89 citations - Reinforcement Learning from Human Feedback
Nathan Lambert — 2025 · arXiv (Cornell University) · 5 citations - RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback
Lee, Harrison, Samrat Phatale, Mansoor, Hassan et al. — 2023 · arXiv (Cornell University) · 87 citations - Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback
Casper, Stephen, Xander Davies, Claudia Shi et al. — 2023 · arXiv (Cornell University) · 100 citations - Reinforcement Learning from Human Feedback - A Review
Prof. Satya Singh, Ratnesh Kumar Sharma — 2024 · Zenodo (CERN European Organization for Nuclear Research) - Reinforcement Learning from Human Feedback - A Review
Prof. (Dr) Satya Singh, Ratnesh Kumar Sharma — 2024 · International Journal of Scientific Research in Science Engineering and Technology - A Survey of Reinforcement Learning from Human Feedback
Timo Kaufmann, Paul Weng, Viktor Bengs et al. — 2025 · Open access LMU (Ludwid Maxmilian's Universitat Munchen) - Parameter Efficient Reinforcement Learning from Human Feedback
Hakim Sidahmed, Samrat Phatale, Alex Hutcheson et al. — 2024 · arXiv (Cornell University) · 1 citations - 7 Reinforcement Learning from Human Feedback (RLHF)
Dawn Sivan, K. Satheesh Kumar, Veena Raj et al. — 2024 · De Gruyter eBooks · 4 citations - Safe RLHF: Safe Reinforcement Learning from Human Feedback
Josef Dai, Xuehai Pan, Ruiyang Sun et al. — 2023 · arXiv (Cornell University) · 32 citations