Paul F. Christiano
- Learning to summarize from human feedback
2020/09/02 by Nisan Stiennon, Stiennon, Nisan, Long Ouyang +16 · 3 voices · 336 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Deep reinforcement learning from human preferences
2017/06/12 by Paul Christiano, Paul F. Christiano, Christiano, Paul +11 · 1 voice · 577 citations
Computer Science · Engineering · Mathematics · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #cs.AI #cs.HC #cs.LG #stat.ML
- AI safety via debate
2018/05/02 by Geoffrey Irving, Paul Christiano, Paul F. Christiano +4 · 3 voices · 70 citations
Computer Science · Mathematics · #Computability, Logic, AI Algorithms #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics #cs.LG #stat.ML
- Fine-Tuning Language Models from Human Preferences
2019/09/18 by Daniel M. Ziegler, Nisan Stiennon, Ziegler, Daniel M. +13 · 249 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- Supervising strong learners by amplifying weak experts
2018/10/19 by Paul F. Christiano, Buck Shlegeris, Christiano, Paul +3 · 25 citations
Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research #Machine Learning and Algorithms
- Recursively Summarizing Books with Human Feedback
2021/09/22 by Jeff Wu, Long Ouyang, Wu, Jeff +11 · 15 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Electrical Flows, Laplacian Systems, and Faster Approximation of Maximum Flow in Undirected Graphs
2010/10/14 by Paul F. Christiano, Christiano, Paul, Jonathan A. Kelner +7 · 7 citations
Computer Science · #Complexity and Algorithms in Graphs #Advanced Graph Theory Research #Optimization and Search Problems
- Reflective Oracles: A Foundation for Classical Game Theory
2015/08/17 by Benja Fallenstein, Fallenstein, Benja, Jessica Taylor +3 · 1 citation
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computability, Logic, AI Algorithms #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Applications #I.2
- Provably Manipulation-Resistant Reputation Systems
2014/11/05 by Paul F. Christiano, Christiano, Paul · 1 citation
Decision Sciences · #Auction Theory and Applications #Advanced Bandit Algorithms Research #Game Theory and Applications