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Russell, Stuart

  1. Adversarial Policies Beat Superhuman Go AIs
    2022/11/01 by Tony Tong Wang, Tony T. Wang, Wang, Tony T. +21 · 18 voices · 7 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, Michael Dennis, Michael D. Dennis +10 · 1 voice · 24 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, Hadfield-Menell, Dylan, Anca Dragan +5 · 2 voices · 31 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. The Off-Switch Game
    2016/11/24 by Hadfield-Menell, Dylan, Dragan, Anca, Abbeel, Pieter +1 · 22 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  6. Inverse Reward Design
    2017/11/08 by Dylan Hadfield-Menell, Smitha Milli, Hadfield-Menell, Dylan +7 · 25 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, Dennis, Michael, Natasha Jaques +11 · 26 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 · 23 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, Euan Ong, Bailey, Luke +5 · 23 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. 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
  11. Towards Guaranteed Safe AI: A Framework for Ensuring Robust and Reliable AI Systems
    2024/05/10 by David "davidad" Dalrymple, Dalrymple, David "davidad", Joar Skalse +31 · 3 voices · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
  12. Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game
    2023/11/02 by Sam Toyer, Toyer, Sam, Olivia Watkins +21 · 14 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
  13. 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
  14. Selecting Computations: Theory and Applications
    2012/07/25 by Nicholas Hay, Hay, Nicholas, Stuart Russell +5 · 5 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. Learning the Structure of Dynamic Probabilistic Networks
    2013/01/30 by Friedman, Nir, Murphy, Kevin, Russell, Stuart · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks
    2013/01/16 by Arnaud Doucet, Doucet, Arnaud, Nando de Freitas +5 · 4 citations
    Computer Science · #Bayesian Modeling and Causal Inference #Target Tracking and Data Fusion in Sensor Networks #Bayesian Methods and Mixture Models
  17. 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
  18. International AI Safety Report
    2025/01/29 by Yoshua Bengio, Bengio, Yoshua, Sören Mindermann +180 · 17 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)
  19. Should Robots be Obedient?
    2017/05/28 by Milli, Smitha, Hadfield-Menell, Dylan, Dragan, Anca +1 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  20. Invariance in Policy Optimisation and Partial Identifiability in Reward Learning
    2022/03/14 by Joar Skalse, Skalse, Joar, Matthew Farrugia-Roberts +7 · 5 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #Data Stream Mining Techniques #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
  21. imitation: Clean Imitation Learning Implementations
    2022/11/22 by Gleave, Adam, Taufeeque, Mohammad, Rocamonde, Juan +7 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. Cooperative and uncooperative institution designs: Surprises and problems in open-source game theory
    2022/08/15 by Andrew Critch, Michael J. Dennis, Critch, Andrew +3 · 4 citations
    Decision Sciences · Computer Science · #Game Theory and Applications #Auction Theory and Applications #Multi-Agent Systems and Negotiation
  23. Pruned Neural Networks are Surprisingly Modular
    2020/03/10 by Daniel Filan, Filan, Daniel, Shlomi Hod +7 · 1 voice
    #cs.NE #cs.LG
  24. Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics
    2024/05/07 by Hanlin Zhu, Baihe Huang, Zhu, Hanlin +11 · 7 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Text Readability and Simplification
  25. Cross-Domain Imitation Learning via Optimal Transport
    2021/10/07 by Fickinger, Arnaud, Cohen, Samuel, Russell, Stuart +1 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Robotics (cs.RO)
  26. TASRA: a Taxonomy and Analysis of Societal-Scale Risks from AI
    2023/06/12 by Critch, Andrew, Russell, Stuart · 4 citations
    #68T01 #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #I.2.0 #Machine Learning (cs.LG)
  27. Evidence of Learned Look-Ahead in a Chess-Playing Neural Network
    2024/06/02 by Jenner, Erik, Kapur, Shreyas, Georgiev, Vasil +3 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. Monitoring Latent World States in Language Models with Propositional Probes
    2024/06/27 by Jiahai Feng, Feng, Jiahai, Stuart Russell +3 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  29. 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
  30. The Singapore Consensus on Global AI Safety Research Priorities
    2025/06/25 by Yoshua Bengio, Bengio, Yoshua, Tegan Maharaj +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
  31. 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)
  32. AssistanceZero: Scalably Solving Assistance Games
    2025/04/09 by Cassidy Laidlaw, Laidlaw, Cassidy, Eli Bronstein +13 · 3 voices · 3 citations
    #cs.AI #cs.LG
  33. Understanding Learned Reward Functions
    2020/12/10 by Eric J. Michaud, Adam Gleave, Michaud, Eric J. +3 · 2 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Reinforcement Learning in Robotics #Topic Modeling
  34. Stochastic Simulation Algorithms for Dynamic Probabilistic Networks
    2013/02/20 by Kanazawa, Keiji, Koller, Daphne, Russell, Stuart · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  35. Extractive Structures Learned in Pretraining Enable Generalization on Finetuned Facts
    2024/12/05 by Feng, Jiahai, Russell, Stuart, Steinhardt, Jacob · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  36. 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)
  37. An Efficient, Generalized Bellman Update For Cooperative Inverse\n Reinforcement Learning
    2018/06/11 by Dhruv Malik, Malik, Dhruv, Malayandi Palaniappan +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics
  38. Discrete-Continuous Mixtures in Probabilistic Programming: Generalized Semantics and Inference Algorithms
    2018/06/06 by Wu, Yi, Srivastava, Siddharth, Hay, Nicholas +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL)
  39. Bayesian Relational Memory for Semantic Visual Navigation
    2019/09/10 by Wu, Yi, Wu, Yuxin, Tamar, Aviv +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  40. Quantifying Differences in Reward Functions
    2020/06/24 by Adam Gleave, Gleave, Adam, Michael D. Dennis +7 · 1 citation
    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
  41. 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
  42. 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
  43. Quantifying Local Specialization in Deep Neural Networks
    2021/10/13 by Shlomi Hod, Daniel Filan, Hod, Shlomi +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
  44. Uncertain Decisions Facilitate Better Preference Learning
    2021/06/19 by Laidlaw, Cassidy, Russell, Stuart · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  45. International Scientific Report on the Safety of Advanced AI (Interim Report)
    2024/11/05 by Bengio, Yoshua, Mindermann, Sören, Privitera, Daniel +41 · 2 citations
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  46. Scalable Online Planning via Reinforcement Learning Fine-Tuning
    2021/09/30 by Fickinger, Arnaud, Hu, Hengyuan, Amos, Brandon +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  47. Avoiding Catastrophe in Online Learning by Asking for Help
    2024/02/12 by Benjamin Plaut, Hanlin Zhu, Plaut, Benjamin +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
  48. How Do LLMs Perform Two-Hop Reasoning in Context?
    2025/02/19 by Tianyu Guo, Hanlin Zhu, Guo, Tianyu +11 · 3 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences
  49. On Representation Complexity of Model-based and Model-free Reinforcement Learning
    2023/10/03 by Zhu, Hanlin, Huang, Baihe, Russell, Stuart · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  50. BAMDP Shaping: a Unified Framework for Intrinsic Motivation and Reward Shaping
    2024/09/09 by Aly Lidayan, Michael D. Dennis, Lidayan, Aly +3 · 1 citation
    Business, Management and Accounting · #Supply Chain and Inventory Management
  51. Generalization or Hallucination? Understanding Out-of-Context Reasoning in Transformers
    2025/06/12 by Yixiao Huang, Huang, Yixiao, Hanlin Zhu +13 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  52. Emergence of Superposition: Unveiling the Training Dynamics of Chain of Continuous Thought
    2025/09/27 by Zhu, Hanlin, Hao, Shibo, Hu, Zhiting +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  53. 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