یادگیری تقویتی از بازخورد انسانی (Persian Wikipedia)

"Fine-Tuning Language Models from Human Preferences". Arxiv (به انگلیسی). 2019-09-18.
Zheng, Rui; Dou, Shihan; Gao, Songyang; Hua, Yuan; Shen, Wei; Wang, Binghai; Liu, Yan; Jin, Senjie; Liu, Qin; Zhou, Yuhao; Xiong, Limao; Chen, Lu; Xi, Zhiheng; Xu, Nuo; Lai, Wenbin; Zhu, Minghao; Chang, Cheng; Yin, Zhangyue; Weng, Rongxiang; Cheng, Wensen; Huang, Haoran; Sun, Tianxiang; Yan, Hang; Gui, Tao; Zhang, Qi; Qiu, Xipeng; Huang, Xuanjing (2023). "Secrets of RLHF in Large Language Models Part I: PPO". arXiv:2307.04964 [cs.CL].
"APRIL: Active Preference-learning based Reinforcement Learning". Arxiv (به انگلیسی). 2012-08-05.
"Deep TAMER: Interactive Agent Shaping in High-Dimensional State Spaces". Arxiv (به انگلیسی). 2017-09-28.
"Interactive Learning from Policy-Dependent Human Feedback". Arxiv (به انگلیسی). 2019-01-21.
Ouyang, Long; Wu, Jeffrey; Jiang, Xu; Almeida, Diogo; Wainwright, Carroll; Mishkin, Pamela; Zhang, Chong; Agarwal, Sandhini; Slama, Katarina; Gray, Alex; Schulman, John; Hilton, Jacob; Kelton, Fraser; Miller, Luke; Simens, Maddie; Askell, Amanda; Welinder, Peter; Christiano, Paul; Leike, Jan; Lowe, Ryan (31 October 2022). Training language models to follow instructions with human feedback. Thirty-Sixth Conference on Neural Information Processing Systems: NeurIPS 2022 (به انگلیسی). arXiv:2203.02155.
Bai, Yuntao; Jones, Andy; Ndousse, Kamal; Askell, Amanda; Chen, Anna; DasSarma, Nova; Drain, Dawn; Fort, Stanislav; Ganguli, Deep; Henighan, Tom; Joseph, Nicholas; Kadavath, Saurav; Kernion, Jackson; Conerly, Tom; El-Showk, Sheer; Elhage, Nelson; Hatfield-Dodds, Zac; Hernandez, Danny; Hume, Tristan; Johnston, Scott; Kravec, Shauna; Lovitt, Liane; Nanda, Neel; Olsson, Catherine; Amodei, Dario; Brown, Tom; Clark, Jack; McCandlish, Sam; Olah, Chris; Mann, Ben; Kaplan, Jared (2022). "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback". arXiv:2204.05862 [cs.CL].
"Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation". Arxiv (به انگلیسی). 2023-05-01.
Xie, Tengyang; Jiang, Nan; Wang, Huan; Xiong, Caiming; Bai, Yu (2021). "Policy Finetuning: Bridging Sample-Efficient Offline and Online Reinforcement Learning". Advances in Neural Information Processing Systems. Curran Associates, Inc. 34: 27395–27407. arXiv:2106.04895. Retrieved 10 March 2024.
Pacchiano, Aldo; Saha, Aadirupa; Lee, Jonathan (2023-03-03). "Dueling RL: Reinforcement Learning with Trajectory Preferences". Proceedings of the 26th International Conference on Artificial Intelligence and Statistics (به انگلیسی). PMLR: 6263–6289. arXiv:2111.04850.
Zhu, Banghua; Jordan, Michael; Jiao, Jiantao (2023-07-03). "Principled Reinforcement Learning with Human Feedback from Pairwise or K-wise Comparisons". Proceedings of the 40th International Conference on Machine Learning (به انگلیسی). PMLR: 43037–43067. arXiv:2301.11270.
Li, Zihao; Yang, Zhuoran; Wang, Mengdi (20 June 2023). "Reinforcement learning with Human Feedback: Learning Dynamic Choices via Pessimism". ILHF Workshop ICML 2023 (به انگلیسی). arXiv:2305.18438. Retrieved 10 March 2024.
Ouyang, Long; Wu, Jeff; Jiang, Xu; Almeida, Diogo; Wainwright, Carroll L.; Mishkin, Pamela; Zhang, Chong; Agarwal, Sandhini; Slama, Katarina; Ray, Alex; Schulman, John; Hilton, Jacob; Kelton, Fraser; Miller, Luke; Simens, Maddie; Askell, Amanda; Welinder, Peter; Christiano, Paul; Leike, Jan; Lowe, Ryan (2022). "Training language models to follow instructions with human feedback". arXiv:2203.02155 [cs.CL].
"ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation". Arxiv (به انگلیسی). 2023-12-28.
"Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback". Arxiv (به انگلیسی). 2023-07-27.
"Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback". Arxiv (به انگلیسی). 2023-09-11.
"Direct Preference Optimization: Your Language Model is Secretly a Reward Model". Arxiv (به انگلیسی). 2023-05-29.
"HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM". Arxiv (به انگلیسی). 2023-11-16.

blog.google (Global: 2,218^th place; Persian: low place)

«Introducing Gemini: our largest and most capable AI model». Google (به انگلیسی). ۲۰۲۳-۱۲-۰۶.

deepmind.google (Global: low place; Persian: low place)

"Building safer dialogue agents". Google DeepMind (به انگلیسی). 2022-09-22.
"Learning through human feedback". Google DeepMind (به انگلیسی). 2017-06-12.

doi.org (Global: 2^nd place; Persian: 2^nd place)

doi.org

"Training a Robot via Human Feedback: A Case Study". Social Robotics. Lecture Notes in Computer Science (به انگلیسی). Springer International Publishing. 8239: 460–470. doi:10.1007/978-3-319-02675-6_46. ISBN 978-3-319-02674-9.

dx.doi.org

"Assimilating Human Feedback from Autonomous Vehicle Interaction in Reinforcement Learning Models". dx.doi.org (به انگلیسی). 2023-10-13.

huggingface.co (Global: low place; Persian: low place)

Lambert, Nathan; Castricato, Louis; von Werra, Leandro; Havrilla, Alex. "Illustrating Reinforcement Learning from Human Feedback (RLHF)". huggingface.co. Retrieved 4 March 2023.
"Illustrating Reinforcement Learning from Human Feedback (RLHF)". huggingface.co (به انگلیسی). 2022-12-09.

mlr.press (Global: low place; Persian: low place)

proceedings.mlr.press

"Programming by Feedback". Proceedings of the 31st International Conference on Machine Learning (به انگلیسی). PMLR: 1503–1511. 2014-06-18.
Pacchiano, Aldo; Saha, Aadirupa; Lee, Jonathan (2023-03-03). "Dueling RL: Reinforcement Learning with Trajectory Preferences". Proceedings of the 26th International Conference on Artificial Intelligence and Statistics (به انگلیسی). PMLR: 6263–6289. arXiv:2111.04850.
Zhu, Banghua; Jordan, Michael; Jiao, Jiantao (2023-07-03). "Principled Reinforcement Learning with Human Feedback from Pairwise or K-wise Comparisons". Proceedings of the 40th International Conference on Machine Learning (به انگلیسی). PMLR: 43037–43067. arXiv:2301.11270.

neurips.cc (Global: low place; Persian: low place)

proceedings.neurips.cc

Nisan Stiennon; Long Ouyang; Jeffrey Wu; Daniel Ziegler; Ryan Lowe; Chelsea Voss; Alec Radford; Dario Amodei; Paul F. Christiano (2020). "Learning to summarize with human feedback". Advances in Neural Information Processing Systems (به انگلیسی). 33.
Xie, Tengyang; Jiang, Nan; Wang, Huan; Xiong, Caiming; Bai, Yu (2021). "Policy Finetuning: Bridging Sample-Efficient Offline and Online Reinforcement Learning". Advances in Neural Information Processing Systems. Curran Associates, Inc. 34: 27395–27407. arXiv:2106.04895. Retrieved 10 March 2024.
Nisan Stiennon; Long Ouyang; Jeffrey Wu; Daniel Ziegler; Ryan Lowe; Chelsea Voss; Alec Radford; Dario Amodei; Paul F. Christiano (2020). "Learning to summarize with human feedback". Advances in Neural Information Processing Systems (به انگلیسی). 33.

nips.cc (Global: low place; Persian: low place)

papers.nips.cc

"A Bayesian Approach for Policy Learning from Trajectory Preference Queries". Advances in Neural Information Processing Systems (به انگلیسی). Curran Associates, Inc. 25.
"Deep Reinforcement Learning from Human Preferences". Advances in Neural Information Processing Systems. Curran Associates, Inc. 30. 2017.

openai.com (Global: 1,559^th place; Persian: 3,228^th place)

Amodei, Dario; Christiano, Paul; Ray, Alex (13 June 2017). "Learning from human preferences". openai.com. Retrieved 4 March 2023.
"Learning from human preferences" (به انگلیسی). Openai. 2017-06-13.

openreview.net (Global: low place; Persian: low place)

Ouyang, Long; Wu, Jeffrey; Jiang, Xu; Almeida, Diogo; Wainwright, Carroll; Mishkin, Pamela; Zhang, Chong; Agarwal, Sandhini; Slama, Katarina; Gray, Alex; Schulman, John; Hilton, Jacob; Kelton, Fraser; Miller, Luke; Simens, Maddie; Askell, Amanda; Welinder, Peter; Christiano, Paul; Leike, Jan; Lowe, Ryan (31 October 2022). Training language models to follow instructions with human feedback. Thirty-Sixth Conference on Neural Information Processing Systems: NeurIPS 2022 (به انگلیسی). arXiv:2203.02155.
Li, Zihao; Yang, Zhuoran; Wang, Mengdi (20 June 2023). "Reinforcement learning with Human Feedback: Learning Dynamic Choices via Pessimism". ILHF Workshop ICML 2023 (به انگلیسی). arXiv:2305.18438. Retrieved 10 March 2024.
"DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models" (به انگلیسی). 2023-11-02. {{cite journal}}: Cite journal requires |journal= (help)
"Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback". Transactions on Machine Learning Research (به انگلیسی). 2023-09-18. ISSN 2835-8856.

springer.com (Global: 274^th place; Persian: 506^th place)

link.springer.com

"Training a Robot via Human Feedback: A Case Study". Social Robotics. Lecture Notes in Computer Science (به انگلیسی). Springer International Publishing. 8239: 460–470. doi:10.1007/978-3-319-02675-6_46. ISBN 978-3-319-02674-9.

techcrunch.com (Global: 187^th place; Persian: 664^th place)

«Can AI really be protected from text-based attacks?». TechCrunch (به انگلیسی). ۲۰۲۳-۰۲-۲۴.

technologyreview.com (Global: 1,943^rd place; Persian: 4,490^th place)

"How OpenAI is trying to make ChatGPT safer and less biased". MIT Technology Review (به انگلیسی).
"ChatGPT is OpenAI's latest fix for GPT-3. It's slick but still spews nonsense". MIT Technology Review (به انگلیسی). 2022-11-30.

time.com (Global: 61^st place; Persian: 101^st place)

"What to Know About Claude 2, Anthropic's Rival to ChatGPT". TIME (به انگلیسی). 2023-07-18.

venturebeat.com (Global: 616^th place; Persian: 1,846^th place)

"Getting stakeholder engagement right in responsible AI" (به انگلیسی). VentureBeat. 2023-02-05.
«Why DeepMind isn't deploying its new AI chatbot — and what it means for responsible AI». VentureBeat (به انگلیسی). ۲۰۲۲-۰۹-۲۳.

worldcat.org (Global: 5^th place; Persian: 12^th place)

"Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback". Transactions on Machine Learning Research (به انگلیسی). 2023-09-18. ISSN 2835-8856.

یادگیری تقویتی از بازخورد انسانی (Persian Wikipedia)

alignmentforum.org (Global: low place; Persian: low place)

arstechnica.com (Global: 388th place; Persian: 1,033rd place)

arxiv.org (Global: 69th place; Persian: 253rd place)

blog.google (Global: 2,218th place; Persian: low place)

deepmind.google (Global: low place; Persian: low place)

doi.org (Global: 2nd place; Persian: 2nd place)

doi.org

dx.doi.org

huggingface.co (Global: low place; Persian: low place)

mlr.press (Global: low place; Persian: low place)

proceedings.mlr.press

neurips.cc (Global: low place; Persian: low place)

proceedings.neurips.cc

nips.cc (Global: low place; Persian: low place)

papers.nips.cc

openai.com (Global: 1,559th place; Persian: 3,228th place)

openreview.net (Global: low place; Persian: low place)

springer.com (Global: 274th place; Persian: 506th place)

link.springer.com

techcrunch.com (Global: 187th place; Persian: 664th place)

technologyreview.com (Global: 1,943rd place; Persian: 4,490th place)

time.com (Global: 61st place; Persian: 101st place)

venturebeat.com (Global: 616th place; Persian: 1,846th place)

worldcat.org (Global: 5th place; Persian: 12th place)

arstechnica.com (Global: 388^th place; Persian: 1,033^rd place)

arxiv.org (Global: 69^th place; Persian: 253^rd place)

blog.google (Global: 2,218^th place; Persian: low place)

doi.org (Global: 2^nd place; Persian: 2^nd place)

openai.com (Global: 1,559^th place; Persian: 3,228^th place)

springer.com (Global: 274^th place; Persian: 506^th place)

techcrunch.com (Global: 187^th place; Persian: 664^th place)

technologyreview.com (Global: 1,943^rd place; Persian: 4,490^th place)

time.com (Global: 61^st place; Persian: 101^st place)

venturebeat.com (Global: 616^th place; Persian: 1,846^th place)

worldcat.org (Global: 5^th place; Persian: 12^th place)