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Stuart J. Russell: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Stuart J. Russell
    Tree-Structured Bias. [Citation Graph (2, 0)][DBLP]
    AAAI, 1988, pp:641-645 [Conf]
  2. Ron Musick, Jason Catlett, Stuart J. Russell
    Decision Theoretic Subsampling for Induction on Large Databases. [Citation Graph (1, 0)][DBLP]
    ICML, 1993, pp:212-219 [Conf]
  3. Todd R. Davies, Stuart J. Russell
    A Logical Approach to Reasoning by Analogy. [Citation Graph (1, 0)][DBLP]
    IJCAI, 1987, pp:264-270 [Conf]
  4. Stuart J. Russell, Shlomo Zilberstein
    Composing Real-Time Systems. [Citation Graph (1, 0)][DBLP]
    IJCAI, 1991, pp:212-217 [Conf]
  5. Stuart J. Russell, Eric Wefald
    Principles of Metareasoning. [Citation Graph (1, 0)][DBLP]
    Artif. Intell., 1991, v:49, n:1-3, pp:361-395 [Journal]
  6. David Andre, Stuart J. Russell
    State Abstraction for Programmable Reinforcement Learning Agents. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 2002, pp:119-125 [Conf]
  7. Michael S. Braverman, Stuart J. Russell
    IMEX: Overcoming Intactability In Explanation Based Learning. [Citation Graph (0, 0)][DBLP]
    AAAI, 1988, pp:575-579 [Conf]
  8. Richard Dearden, Nir Friedman, Stuart J. Russell
    Bayesian Q-Learning. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 1998, pp:761-768 [Conf]
  9. Timothy Huang, Daphne Koller, Jitendra Malik, Gary H. Ogasawara, B. Rao, Stuart J. Russell, Joseph Weber
    Automatic Symbolic Traffic Scene Analysis Using Belief Networks. [Citation Graph (0, 0)][DBLP]
    AAAI, 1994, pp:966-972 [Conf]
  10. Ron Musick, Stuart J. Russell
    How Long Will It Take? [Citation Graph (0, 0)][DBLP]
    AAAI, 1992, pp:466-471 [Conf]
  11. Stuart J. Russell
    Quantitative Analysis of Analogy. [Citation Graph (0, 0)][DBLP]
    AAAI, 1986, pp:284-288 [Conf]
  12. Stuart J. Russell
    Preliminary Steps Toward the Automation of Induction. [Citation Graph (0, 0)][DBLP]
    AAAI, 1986, pp:477-484 [Conf]
  13. Stuart J. Russell, Benjamin N. Grosof
    A Declarative Approach to Bias in Concept Learning. [Citation Graph (0, 0)][DBLP]
    AAAI, 1987, pp:505-510 [Conf]
  14. Jonathan Tash, Stuart J. Russell
    Control Strategies for a Stochastic Planner. [Citation Graph (0, 0)][DBLP]
    AAAI, 1994, pp:1079-1085 [Conf]
  15. Geoffrey Zweig, Stuart J. Russell
    Speech Recognition with Dynamic Bayesian Networks. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 1998, pp:173-180 [Conf]
  16. Saso Dzeroski, Stephen Muggleton, Stuart J. Russell
    PAC-Learnability of Determinate Logic Programs. [Citation Graph (0, 0)][DBLP]
    COLT, 1992, pp:128-135 [Conf]
  17. Stuart J. Russell
    Learning Agents for Uncertain Environments (Extended Abstract). [Citation Graph (0, 0)][DBLP]
    COLT, 1998, pp:101-103 [Conf]
  18. Brian Milch, Bhaskara Marthi, Stuart J. Russell, David Sontag, Daniel L. Ong, Andrey Kolobov
    BLOG: Probabilistic Models with Unknown Objects. [Citation Graph (0, 0)][DBLP]
    Probabilistic, Logical and Relational Learning, 2005, pp:- [Conf]
  19. Stuart J. Russell
    Expressive Probability Models in Science. [Citation Graph (0, 0)][DBLP]
    Discovery Science, 1999, pp:13-16 [Conf]
  20. Stuart J. Russell
    Efficient Memory-Bounded Search Methods. [Citation Graph (0, 0)][DBLP]
    ECAI, 1992, pp:1-5 [Conf]
  21. Saso Dzeroski, Stephen Muggleton, Stuart J. Russell
    Learnability of Constrained Logic Programs. [Citation Graph (0, 0)][DBLP]
    ECML, 1993, pp:342-347 [Conf]
  22. Stuart J. Russell
    Uncertain Learning Agents (Abstract). [Citation Graph (0, 0)][DBLP]
    ECML, 1997, pp:3- [Conf]
  23. Michael S. Braverman, Stuart J. Russell
    Boundaries of Operationality. [Citation Graph (0, 0)][DBLP]
    ML, 1988, pp:221-234 [Conf]
  24. Benjamin N. Grosof, Stuart J. Russell
    Declarative Bias for Structural Domains. [Citation Graph (0, 0)][DBLP]
    ML, 1989, pp:480-482 [Conf]
  25. Andrew Y. Ng, Daishi Harada, Stuart J. Russell
    Policy Invariance Under Reward Transformations: Theory and Application to Reward Shaping. [Citation Graph (0, 0)][DBLP]
    ICML, 1999, pp:278-287 [Conf]
  26. Andrew Y. Ng, Stuart J. Russell
    Algorithms for Inverse Reinforcement Learning. [Citation Graph (0, 0)][DBLP]
    ICML, 2000, pp:663-670 [Conf]
  27. Stuart J. Russell, Andrew Zimdars
    Q-Decomposition for Reinforcement Learning Agents. [Citation Graph (0, 0)][DBLP]
    ICML, 2003, pp:656-663 [Conf]
  28. Eric Wefald, Stuart J. Russell
    Adaptive Learning of Decision-Theoretic Search Control Knowledge. [Citation Graph (0, 0)][DBLP]
    ML, 1989, pp:408-411 [Conf]
  29. Eyal Amir, Stuart J. Russell
    Logical Filtering. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2003, pp:75-82 [Conf]
  30. John Binder, Kevin P. Murphy, Stuart J. Russell
    Space-Efficient Inference in Dynamic Probabilistic Networks. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1997, pp:1292-1296 [Conf]
  31. Jeff Forbes, Timothy Huang, Keiji Kanazawa, Stuart J. Russell
    The BATmobile: Towards a Bayesian Automated Taxi. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1995, pp:1878-1885 [Conf]
  32. Nir Friedman, Moisés Goldszmidt, David Heckerman, Stuart J. Russell
    Challenge: What is the Impact of Bayesian Networks on Learning? [Citation Graph (0, 0)][DBLP]
    IJCAI (1), 1997, pp:10-15 [Conf]
  33. Timothy Huang, Stuart J. Russell
    Object Identification in a Bayesian Context. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1997, pp:1276-1283 [Conf]
  34. Bhaskara Marthi, Stuart J. Russell, David Latham, Carlos Guestrin
    Concurrent Hierarchical Reinforcement Learning. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2005, pp:779-785 [Conf]
  35. Brian Milch, Bhaskara Marthi, Stuart J. Russell, David Sontag, Daniel L. Ong, Andrey Kolobov
    BLOG: Probabilistic Models with Unknown Objects. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2005, pp:1352-1359 [Conf]
  36. Gary H. Ogasawara, Stuart J. Russell
    Planning Using Multiple Execution Architectures. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1993, pp:1394-1401 [Conf]
  37. Vassilis A. Papavassiliou, Stuart J. Russell
    Convergence of Reinforcement Learning with General Function Approximators. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1999, pp:748-757 [Conf]
  38. Ronald Parr, Stuart J. Russell
    Approximating Optimal Policies for Partially Observable Stochastic Domains. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1995, pp:1088-1095 [Conf]
  39. Hanna Pasula, Stuart J. Russell
    Approximate inference for first-order probabilistic languages. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2001, pp:741-748 [Conf]
  40. Hanna Pasula, Stuart J. Russell, Michael Ostland, Yaacov Ritov
    Tracking Many Objects with Many Sensors. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1999, pp:1160-1171 [Conf]
  41. Stuart J. Russell
    Execution Architectures and Compilation. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1989, pp:15-22 [Conf]
  42. Stuart J. Russell
    Rationality and Intelligence. [Citation Graph (0, 0)][DBLP]
    IJCAI (1), 1995, pp:950-960 [Conf]
  43. Stuart J. Russell, John Binder, Daphne Koller, Keiji Kanazawa
    Local Learning in Probabilistic Networks with Hidden Variables. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1995, pp:1146-1152 [Conf]
  44. Stuart J. Russell, Devika Subramanian, Ronald Parr
    Provably Bounded Optimal Agents. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1993, pp:338-345 [Conf]
  45. Stuart J. Russell, Jason Wolfe
    Efficient belief-state AND-OR search, with application to Kriegspiel. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2005, pp:278-285 [Conf]
  46. Stuart J. Russell, Eric Wefald
    On Optimal Game-Tree Search using Rational Meta-Reasoning. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1989, pp:334-340 [Conf]
  47. Shlomo Zilberstein, Stuart J. Russell
    Anytime Sensing Planning and Action: A Practical Model for Robot Control. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1993, pp:1402-1407 [Conf]
  48. Nikunj C. Oza, Stuart J. Russell
    Experimental comparisons of online and batch versions of bagging and boosting. [Citation Graph (0, 0)][DBLP]
    KDD, 2001, pp:359-364 [Conf]
  49. Stuart J. Russell
    Tools for Autonomous Agents (Abstract). [Citation Graph (0, 0)][DBLP]
    KI, 1996, pp:331- [Conf]
  50. Stuart J. Russell, Eric Wefald
    Principles of Metareasoning. [Citation Graph (0, 0)][DBLP]
    KR, 1989, pp:400-411 [Conf]
  51. David Andre, Stuart J. Russell
    Programmable Reinforcement Learning Agents. [Citation Graph (0, 0)][DBLP]
    NIPS, 2000, pp:1019-1025 [Conf]
  52. Ronald Parr, Stuart J. Russell
    Reinforcement Learning with Hierarchies of Machines. [Citation Graph (0, 0)][DBLP]
    NIPS, 1997, pp:- [Conf]
  53. Hanna Pasula, Bhaskara Marthi, Brian Milch, Stuart J. Russell, Ilya Shpitser
    Identity Uncertainty and Citation Matching. [Citation Graph (0, 0)][DBLP]
    NIPS, 2002, pp:1401-1408 [Conf]
  54. Stuart J. Russell
    Learning in Rational Agents. [Citation Graph (0, 0)][DBLP]
    NIPS, 1997, pp:- [Conf]
  55. Eric P. Xing, Michael I. Jordan, Richard M. Karp, Stuart J. Russell
    A Hierarchical Bayesian Markovian Model for Motifs in Biopolymer Sequences. [Citation Graph (0, 0)][DBLP]
    NIPS, 2002, pp:1489-1496 [Conf]
  56. Eric P. Xing, Andrew Y. Ng, Michael I. Jordan, Stuart J. Russell
    Distance Metric Learning with Application to Clustering with Side-Information. [Citation Graph (0, 0)][DBLP]
    NIPS, 2002, pp:505-512 [Conf]
  57. Arnaud Doucet, Nando de Freitas, Kevin P. Murphy, Stuart J. Russell
    Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks. [Citation Graph (0, 0)][DBLP]
    UAI, 2000, pp:176-183 [Conf]
  58. Nando de Freitas, Pedro A. d. F. R. Højen-Sørensen, Stuart J. Russell
    Variational MCMC. [Citation Graph (0, 0)][DBLP]
    UAI, 2001, pp:120-127 [Conf]
  59. Nir Friedman, Kevin P. Murphy, Stuart J. Russell
    Learning the Structure of Dynamic Probabilistic Networks. [Citation Graph (0, 0)][DBLP]
    UAI, 1998, pp:139-147 [Conf]
  60. Nir Friedman, Stuart J. Russell
    Image Segmentation in Video Sequences: A Probabilistic Approach. [Citation Graph (0, 0)][DBLP]
    UAI, 1997, pp:175-181 [Conf]
  61. Keiji Kanazawa, Daphne Koller, Stuart J. Russell
    Stochastic simulation algorithms for dynamic probabilistic networks. [Citation Graph (0, 0)][DBLP]
    UAI, 1995, pp:346-351 [Conf]
  62. Gregory Lawrence, Noah J. Cowan, Stuart J. Russell
    Efficient Gradient Estimation for Motor Control Learning. [Citation Graph (0, 0)][DBLP]
    UAI, 2003, pp:354-361 [Conf]
  63. Bhaskara Marthi, Hanna Pasula, Stuart J. Russell, Yuval Peres
    Decayed MCMC Filtering. [Citation Graph (0, 0)][DBLP]
    UAI, 2002, pp:319-326 [Conf]
  64. Sampath Srinivas, Stuart J. Russell, Alice M. Agogino
    Automated Construction of Sparse Bayesian Networks from Unstructured Probabilistic Models and Domain Information. [Citation Graph (0, 0)][DBLP]
    UAI, 1989, pp:295-308 [Conf]
  65. Eric P. Xing, Michael I. Jordan, Stuart J. Russell
    A generalized mean field algorithm for variational inference in exponential families. [Citation Graph (0, 0)][DBLP]
    UAI, 2003, pp:583-591 [Conf]
  66. Timothy Huang, Stuart J. Russell
    Object Identification: A Bayesian Analysis with Application to Traffic Surveillance. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 1998, v:103, n:1-2, pp:77-93 [Journal]
  67. Stuart J. Russell
    Rationality and Intelligence. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 1997, v:94, n:1-2, pp:57-77 [Journal]
  68. Shlomo Zilberstein, Stuart J. Russell
    Optimal Composition of Real-Time Systems. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 1996, v:82, n:1-2, pp:181-213 [Journal]
  69. Stuart J. Russell, Lewis Stiller, Othar Hansson
    PNPACK: Computing with Probabilities in Java. [Citation Graph (0, 0)][DBLP]
    Concurrency - Practice and Experience, 1997, v:9, n:11, pp:1333-1339 [Journal]
  70. Stuart J. Russell, Devika Subramanian
    Provably Bounded-Optimal Agents [Citation Graph (0, 0)][DBLP]
    CoRR, 1995, v:0, n:, pp:- [Journal]
  71. Stuart J. Russell, Devika Subramanian
    Provably Bounded-Optimal Agents. [Citation Graph (0, 0)][DBLP]
    J. Artif. Intell. Res. (JAIR), 1995, v:2, n:, pp:575-609 [Journal]
  72. John Binder, Daphne Koller, Stuart J. Russell, Keiji Kanazawa
    Adaptive Probabilistic Networks with Hidden Variables. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1997, v:29, n:2-3, pp:213-244 [Journal]
  73. Prasad Tadepalli, Stuart J. Russell
    Learning from Examples and Membership Queries with Structured Determinations. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1998, v:32, n:3, pp:245-295 [Journal]
  74. Stuart J. Russell
    Prior knowledge and autonomous learning. [Citation Graph (0, 0)][DBLP]
    Robotics and Autonomous Systems, 1991, v:8, n:1-2, pp:145-159 [Journal]
  75. Stuart J. Russell
    An Architecture for Bounded Rationality. [Citation Graph (0, 0)][DBLP]
    SIGART Bulletin, 1991, v:2, n:4, pp:146-150 [Journal]
  76. Stuart J. Russell, Peter Norvig
    A Modern, Agent-Oriented Approach to Introductory Artificial Intelligence. [Citation Graph (0, 0)][DBLP]
    SIGART Bulletin, 1995, v:6, n:2, pp:24-26 [Journal]
  77. T. K. Satish Kumar, Stuart Russell
    On Some Tractable Cases of Logical Filtering. [Citation Graph (0, 0)][DBLP]
    ICAPS, 2006, pp:83-92 [Conf]
  78. Brian Milch, Stuart J. Russell
    First-Order Probabilistic Languages: Into the Unknown. [Citation Graph (0, 0)][DBLP]
    ILP, 2006, pp:10-24 [Conf]
  79. Bhaskara Marthi, Stuart J. Russell, David Andre
    A Compact, Hierarchical Q-function Decomposition. [Citation Graph (0, 0)][DBLP]
    UAI, 2006, pp:- [Conf]
  80. Brian Milch, Stuart J. Russell
    General-Purpose MCMC Inference over Relational Structures. [Citation Graph (0, 0)][DBLP]
    UAI, 2006, pp:- [Conf]

  81. Angelic Semantics for High-Level Actions. [Citation Graph (, )][DBLP]


  82. Angelic Hierarchical Planning: Optimal and Online Algorithms. [Citation Graph (, )][DBLP]


  83. Combined Task and Motion Planning for Mobile Manipulation. [Citation Graph (, )][DBLP]


  84. Improving Gradient Estimation by Incorporating Sensor Data. [Citation Graph (, )][DBLP]


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