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Stuart Russell

  1. Adversarial Policies Beat Superhuman Go AIs
    2022/11/01 by Tony T. Wang, Tony Tong Wang, Wang, Tony T. +21 · 18 voices · 10 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Ethics and Social Impacts of AI
  2. Adversarial Policies: Attacking Deep Reinforcement Learning
    2019/05/25 by Adam Gleave, Gleave, Adam, Michael Dennis +10 · 1 voice · 36 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Reinforcement Learning in Robotics #Anomaly Detection Techniques and Applications
  3. Cooperative Inverse Reinforcement Learning
    2016/06/09 by Dylan Hadfield-Menell, Anca Dragan, Hadfield-Menell, Dylan +5 · 2 voices · 39 citations
    #cs.AI
  4. Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought
    2025/05/18 by Hanlin Zhu, Zhu, Hanlin, Shibo Hao +9 · 7 voices · 28 citations
    Computer Science · #Advanced Graph Neural Networks #Multimodal Machine Learning Applications #Topic Modeling #cs.LG
  5. Principles of metareasoning
    1991/05/01 by Stuart Russell, Eric Wefald · 20 citations
    Computer Science · #Logic, Reasoning, and Knowledge #AI-based Problem Solving and Planning #Multi-Agent Systems and Negotiation
  6. Inverse Reward Design
    2017/11/08 by Dylan Hadfield-Menell, Smitha Milli, Hadfield-Menell, Dylan +7 · 37 citations
    Computer Science · Engineering · #AI-based Problem Solving and Planning #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Manufacturing Process and Optimization
  7. Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design
    2020/12/03 by Michael D. Dennis, Natasha Jaques, Dennis, Michael +11 · 34 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Software Engineering Research
  8. Social Choice Should Guide AI Alignment in Dealing with Diverse Human Feedback
    2024/04/16 by Vincent Conitzer, Conitzer, Vincent, Rachel Freedman +21 · 1 voice · 27 citations
    #cs.LG #cs.AI #cs.CL #cs.CY #cs.GT
  9. Image Hijacks: Adversarial Images can Control Generative Models at Runtime
    2023/09/01 by Luke Bailey, Bailey, Luke, Euan Ong +5 · 27 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Research Priorities for Robust and Beneficial Artificial Intelligence
    2015/12/01 by Stuart Russell, Daniel Dewey, Max Tegmark · 13 citations
  11. Towards Guaranteed Safe AI: A Framework for Ensuring Robust and Reliable AI Systems
    2024/05/10 by David "davidad" Dalrymple, David Dalrymple, Joar Skalse +36 · 3 voices · 17 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Smart Grid Security and Resilience #cs.AI
  12. Learning Plannable Representations with Causal InfoGAN
    2018/07/24 by Thanard Kurutach, Aviv Tamar, Kurutach, Thanard +7 · 1 voice · 3 citations
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Robotics (cs.RO) #cs.AI #cs.CV #cs.LG #cs.NE #cs.RO #stat.ML
  13. Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game
    2023/11/02 by Sam Toyer, Toyer, Sam, Olivia Watkins +21 · 15 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
  14. Selecting Computations: Theory and Applications
    2012/07/25 by Nicholas Hay, Stuart Russell, Hay, Nicholas +5 · 7 citations
    Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Sports Analytics and Performance
  15. Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks
    2013/01/16 by Arnaud Doucet, Nando de Freitas, Doucet, Arnaud +5 · 5 citations
    Computer Science · #Bayesian Modeling and Causal Inference #Target Tracking and Data Fusion in Sensor Networks #Bayesian Methods and Mixture Models
  16. Diffusion On Syntax Trees For Program Synthesis
    2024/05/30 by Shreyas Kapur, Kapur, Shreyas, Erik Jenner +4 · 3 voices · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Embedded Systems Design Techniques #FOS: Computer and information sciences #Logic, programming, and type systems #Parallel Computing and Optimization Techniques #cs.AI
  17. International AI Safety Report
    2025/01/29 by Yoshua Bengio, Sören Mindermann, Bengio, Yoshua +180 · 23 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. AI Alignment with Changing and Influenceable Reward Functions
    2024/05/28 by Micah Carroll, Carroll, Micah, Davis Foote +7 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  19. Bridging RL Theory and Practice with the Effective Horizon
    2023/04/19 by Cassidy Laidlaw, Stuart Russell, Anca Dragan · 2 voices · 4 citations
    #cs.LG #stat.ML
  20. Meta-Learning MCMC Proposals
    2017/08/21 by Tongzhou Wang, Wang, Tongzhou, Yi Wu +5 · 5 citations
    Computer Science · #Machine Learning and Data Classification #Gaussian Processes and Bayesian Inference #Topic Modeling
  21. Monitoring Latent World States in Language Models with Propositional Probes
    2024/06/27 by Jiahai Feng, Feng, Jiahai, Stuart Russell +3 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  22. Cross-Domain Imitation Learning via Optimal Transport
    2021/10/07 by Arnaud Fickinger, Samuel N. Cohen, Fickinger, Arnaud +5 · 4 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
  23. Cooperative and uncooperative institution designs: Surprises and problems in open-source game theory
    2022/08/15 by Andrew Critch, Critch, Andrew, Michael J. Dennis +3 · 4 citations
    Decision Sciences · Computer Science · #Game Theory and Applications #Auction Theory and Applications #Multi-Agent Systems and Negotiation
  24. Pruned Neural Networks are Surprisingly Modular
    2020/03/10 by Daniel Filan, Shlomi Hod, Filan, Daniel +7 · 1 voice
    Computer Science · Materials Science · #Machine Learning and ELM #Machine Learning in Materials Science #Neural Networks and Applications #cs.LG #cs.NE
  25. Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics
    2024/05/07 by Hanlin Zhu, Zhu, Hanlin, Baihe Huang +11 · 8 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Text Readability and Simplification
  26. When Your AIs Deceive You: Challenges of Partial Observability in Reinforcement Learning from Human Feedback
    2024/02/27 by Leon Lang, Lang, Leon, Davis Foote +10 · 1 voice · 3 citations
    Decision Sciences · Economics, Econometrics and Finance · Neuroscience · #Decision-Making and Behavioral Economics #Occupational and Professional Licensing Regulation #Neural and Behavioral Psychology Studies
  27. The Singapore Consensus on Global AI Safety Research Priorities
    2025/06/25 by Yoshua Bengio, Tegan Maharaj, Bengio, Yoshua +171 · 2 voices · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #cs.AI #cs.CY
  28. Swift: Compiled Inference for Probabilistic Programming Languages
    2016/06/30 by Yi Wu, Wu, Yi, Lei Li +5 · 3 citations
    Computer Science · #AI-based Problem Solving and Planning #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Programming Languages (cs.PL)
  29. AssistanceZero: Scalably Solving Assistance Games
    2025/04/09 by Cassidy Laidlaw, Laidlaw, Cassidy, Eli Bronstein +13 · 3 voices · 3 citations
    #cs.AI #cs.LG
  30. Quantifying Differences in Reward Functions
    2020/06/24 by Adam Gleave, Gleave, Adam, Michael D. Dennis +7 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  31. Understanding Learned Reward Functions
    2020/12/10 by Eric J. Michaud, Michaud, Eric J., Adam Gleave +3 · 2 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Reinforcement Learning in Robotics #Topic Modeling
  32. Extractive Structures Learned in Pretraining Enable Generalization on Finetuned Facts
    2024/12/05 by Jiahai Feng, Feng, Jiahai, Stuart Russell +3 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications
  33. The Partially Observable Off-Switch Game
    2024/11/25 by Andrew Garber, Garber, Andrew, Rohan Subramani +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
  34. Predicting human decisions with behavioural theories and machine learning
    2019/04/15 by Ori Plonsky, Reut Apel, Plonsky, Ori +23 · 1 voice · 1 citation
    Computer Science · Decision Sciences · #Bayesian Modeling and Causal Inference #Decision-Making and Behavioral Economics #Forecasting Techniques and Applications
  35. An Efficient, Generalized Bellman Update For Cooperative Inverse\n Reinforcement Learning
    2018/06/11 by Dhruv Malik, Malayandi Palaniappan, Malik, Dhruv +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics
  36. Discrete-Continuous Mixtures in Probabilistic Programming: Generalized Semantics and Inference Algorithms
    2018/06/06 by Yi Wu, Wu, Yi, Siddharth Srivastava +7 · 1 citation
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Machine Learning (cs.LG) #Machine Learning and Algorithms #Programming Languages (cs.PL)
  37. Inverse reinforcement learning for video games
    2018/10/24 by Aaron David Tucker, Adam Gleave, Tucker, Aaron +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Human Pose and Action Recognition #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  38. Trajectory Improvement and Reward Learning from Comparative Language Feedback
    2024/10/08 by Zhaojing Yang, Yang, Zhaojing, Miru Jun +9 · 3 citations
    Computer Science · #Natural Language Processing Techniques
  39. SLIP: Learning to Predict in Unknown Dynamical Systems with Long-Term\n Memory
    2020/10/12 by Paria Rashidinejad, Jiantao Jiao, Rashidinejad, Paria +3 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Statistics Theory (math.ST) #Systems and Control (eess.SY) #electronic engineering #information engineering
  40. Multi-Principal Assistance Games: Definition and Collegial Mechanisms
    2020/12/29 by Arnaud Fickinger, Fickinger, Arnaud, Simon Zhuang +7 · 1 citation
    Computer Science · Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Game Theory and Applications #Reinforcement Learning in Robotics
  41. Quantifying Local Specialization in Deep Neural Networks
    2021/10/13 by Shlomi Hod, Hod, Shlomi, Daniel Filan +7 · 1 citation
    Computer Science · Engineering · Neuroscience · #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
  42. Avoiding Catastrophe in Online Learning by Asking for Help
    2024/02/12 by Benjamin Plaut, Plaut, Benjamin, Hanlin Zhu +3 · 2 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #FOS: Computer and information sciences #Machine Learning (cs.LG) #Seismology and Earthquake Studies
  43. BAMDP Shaping: a Unified Framework for Intrinsic Motivation and Reward Shaping
    2024/09/09 by Aly Lidayan, Lidayan, Aly, Michael D. Dennis +3 · 2 citations
    Business, Management and Accounting · #Supply Chain and Inventory Management
  44. ALMANACS: A Simulatability Benchmark for Language Model Explainability
    2023/12/20 by Edmund Mills, S. C. K. SU, Mills, Edmund +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
  45. International AI Safety Report 2025: First Key Update: Capabilities and Risk Implications
    2025/10/15 by Yoshua Bengio, Bengio, Yoshua, Stephen Clare +134 · 1 citation
    Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
  46. DiscoLoop: Looping Discrete Embeddings and Continuous Hidden States for Multi-hop Reasoning
    2026/07/27 by Hengyu Fu, Tianyu Guo, Zixuan Wang +5
    #cs.CL #cs.AI #cs.LG