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Leslie Pack Kaelbling: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Anthony R. Cassandra, Leslie Pack Kaelbling, Michael L. Littman
    Acting Optimally in Partially Observable Stochastic Domains. [Citation Graph (0, 0)][DBLP]
    AAAI, 1994, pp:1023-1028 [Conf]
  2. Thomas Dean, Dana Angluin, Kenneth Basye, Sean P. Engelson, Leslie Pack Kaelbling, Evangelos Kokkevis, Oded Maron
    Inferring Finite Automata with Stochastic Output Functions and an Application to Map Learning. [Citation Graph (0, 0)][DBLP]
    AAAI, 1992, pp:208-214 [Conf]
  3. Thomas Dean, Leslie Pack Kaelbling, Jak Kirman, Ann E. Nicholson
    Planning With Deadlines in Stochastic Domains. [Citation Graph (0, 0)][DBLP]
    AAAI, 1993, pp:574-579 [Conf]
  4. Leslie Pack Kaelbling
    Goals as Parallel Program Specifications. [Citation Graph (0, 0)][DBLP]
    AAAI, 1988, pp:60-64 [Conf]
  5. Terran Lane, Leslie Pack Kaelbling
    Nearly Deterministic Abstractions of Markov Decision Processes. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 2002, pp:260-266 [Conf]
  6. Nicolas Meuleau, Milos Hauskrecht, Kee-Eung Kim, Leonid Peshkin, Leslie Pack Kaelbling, Thomas Dean, Craig Boutilier
    Solving Very Large Weakly Coupled Markov Decision Processes. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 1998, pp:165-172 [Conf]
  7. Luis E. Ortiz, Leslie Pack Kaelbling
    Sampling Methods for Action Selection in Influence Diagrams. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 2000, pp:378-385 [Conf]
  8. Michael G. Ross, Leslie Pack Kaelbling
    Learning Static Object Segmentation from Motion Segmentation. [Citation Graph (0, 0)][DBLP]
    AAAI, 2005, pp:956-961 [Conf]
  9. William D. Smart, Leslie Pack Kaelbling
    A Framework for Reinforcement Learning on Real Robots. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 1998, pp:1202- [Conf]
  10. Luke S. Zettlemoyer, Hanna Pasula, Leslie Pack Kaelbling
    Learning Planning Rules in Noisy Stochastic Worlds. [Citation Graph (0, 0)][DBLP]
    AAAI, 2005, pp:911-918 [Conf]
  11. Hanna Pasula, Luke S. Zettlemoyer, Leslie Pack Kaelbling
    Learning Probabilistic Relational Planning Rules. [Citation Graph (0, 0)][DBLP]
    ICAPS, 2004, pp:73-82 [Conf]
  12. Leslie Pack Kaelbling
    Artificial Intelligence and Robotics. [Citation Graph (0, 0)][DBLP]
    COMPCON, 1988, pp:59-63 [Conf]
  13. Leslie Pack Kaelbling
    Learning and intelligent Agents. [Citation Graph (0, 0)][DBLP]
    ECAI, 1994, pp:813- [Conf]
  14. Yu-Han Chang, Tracey Ho, Leslie Pack Kaelbling
    Mobilized Ad-Hoc Networks: A Reinforcement Learning Approach. [Citation Graph (0, 0)][DBLP]
    ICAC, 2004, pp:240-247 [Conf]
  15. Yu-Han Chang, Leslie Pack Kaelbling
    Hedged learning: regret-minimization with learning experts. [Citation Graph (0, 0)][DBLP]
    ICML, 2005, pp:121-128 [Conf]
  16. Peter Ju, Leslie Pack Kaelbling, Yoram Singer
    State-based Classification of Finger Gestures from Electromyographic Signals. [Citation Graph (0, 0)][DBLP]
    ICML, 2000, pp:439-446 [Conf]
  17. Leslie Pack Kaelbling
    A Formal Framework for Learning in Embedded Systems. [Citation Graph (0, 0)][DBLP]
    ML, 1989, pp:350-353 [Conf]
  18. Leslie Pack Kaelbling
    Learning Functions in k-DNF from Reinforcement. [Citation Graph (0, 0)][DBLP]
    ML, 1990, pp:162-169 [Conf]
  19. Leslie Pack Kaelbling
    Hierarchical Learning in Stochastic Domains: Preliminary Results. [Citation Graph (0, 0)][DBLP]
    ICML, 1993, pp:167-173 [Conf]
  20. Michael L. Littman, Anthony R. Cassandra, Leslie Pack Kaelbling
    Learning Policies for Partially Observable Environments: Scaling Up. [Citation Graph (0, 0)][DBLP]
    ICML, 1995, pp:362-370 [Conf]
  21. Leonid Peshkin, Nicolas Meuleau, Leslie Pack Kaelbling
    Learning Policies with External Memory. [Citation Graph (0, 0)][DBLP]
    ICML, 1999, pp:307-314 [Conf]
  22. William D. Smart, Leslie Pack Kaelbling
    Practical Reinforcement Learning in Continuous Spaces. [Citation Graph (0, 0)][DBLP]
    ICML, 2000, pp:903-910 [Conf]
  23. Hagit Shatkay, Leslie Pack Kaelbling
    Heading in the Right Direction. [Citation Graph (0, 0)][DBLP]
    ICML, 1998, pp:531-539 [Conf]
  24. William D. Smart, Leslie Pack Kaelbling
    Effective Reinforcement Learning for Mobile Robots. [Citation Graph (0, 0)][DBLP]
    ICRA, 2002, pp:3404-3410 [Conf]
  25. Leslie Pack Kaelbling
    Intelligent Robots in the Real World. [Citation Graph (0, 0)][DBLP]
    IFIP Congress, 1989, pp:932-933 [Conf]
  26. David Chapman, Leslie Pack Kaelbling
    Input Generalization in Delayed Reinforcement Learning: An Algorithm and Performance Comparisons. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1991, pp:726-731 [Conf]
  27. Leslie Pack Kaelbling
    Learning to Achieve Goals. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1993, pp:1094-1099 [Conf]
  28. Andrew W. Moore, Leemon C. Baird III, Leslie Pack Kaelbling
    Multi-Value-Functions: Efficient Automatic Action Hierarchies for Multiple Goal MDPs. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1999, pp:1316-1323 [Conf]
  29. Hagit Shatkay, Leslie Pack Kaelbling
    Learning Topological Maps with Weak Local Odometric Information. [Citation Graph (0, 0)][DBLP]
    IJCAI (2), 1997, pp:920-929 [Conf]
  30. Daniel M. Roy, Leslie Pack Kaelbling
    Efficient Bayesian Task-Level Transfer Learning. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2007, pp:2599-2604 [Conf]
  31. Leslie Pack Kaelbling, Michael L. Littman, Anthony R. Cassandra
    Partially Observable Markov Decision Processes for Artificial Intelligence. [Citation Graph (0, 0)][DBLP]
    KI, 1995, pp:1-17 [Conf]
  32. Hanna Pasula, Luke S. Zettlemoyer, Leslie Pack Kaelbling
    Learning Probabilistic Relational Planning Rules. [Citation Graph (0, 0)][DBLP]
    KR, 2004, pp:683-691 [Conf]
  33. Yu-Han Chang, Tracey Ho, Leslie Pack Kaelbling
    All learning is Local: Multi-agent Learning in Global Reward Games. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  34. Yu-Han Chang, Leslie Pack Kaelbling
    Playing is believing: The role of beliefs in multi-agent learning. [Citation Graph (0, 0)][DBLP]
    NIPS, 2001, pp:1483-1490 [Conf]
  35. Natalia Hernandez-Gardiol, Leslie Pack Kaelbling
    Envelope-based Planning in Relational MDPs. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  36. Georgios Theocharous, Leslie Pack Kaelbling
    Approximate Planning in POMDPs with Macro-Actions. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  37. Leslie Pack Kaelbling, Michael L. Littman, Anthony R. Cassandra
    Partially Observable Markov Decision Processes for Artificial Intelligence. [Citation Graph (0, 0)][DBLP]
    Reasoning with Uncertainty in Robotics, 1995, pp:146-163 [Conf]
  38. Stanley J. Rosenschein, Leslie Pack Kaelbling
    The Synthesis of Digital Machines With Provable Epistemic Properties. [Citation Graph (0, 0)][DBLP]
    TARK, 1986, pp:83-98 [Conf]
  39. Thomas Dean, Leslie Pack Kaelbling, Jak Kirman, Ann E. Nicholson
    Deliberation Scheduling for Time-Critical Sequential Decision Making. [Citation Graph (0, 0)][DBLP]
    UAI, 1993, pp:309-316 [Conf]
  40. Sarah Finney, Peter P. Wakker, Leslie Pack Kaelbling, Tim Oates
    The Thing that we Tried Didn't Work very Well: Deictic Representation in Reinforcement Learning. [Citation Graph (0, 0)][DBLP]
    UAI, 2002, pp:154-161 [Conf]
  41. Milos Hauskrecht, Nicolas Meuleau, Leslie Pack Kaelbling, Thomas Dean, Craig Boutilier
    Hierarchical Solution of Markov Decision Processes using Macro-actions. [Citation Graph (0, 0)][DBLP]
    UAI, 1998, pp:220-229 [Conf]
  42. Michael L. Littman, Thomas Dean, Leslie Pack Kaelbling
    On the Complexity of Solving Markov Decision Problems. [Citation Graph (0, 0)][DBLP]
    UAI, 1995, pp:394-402 [Conf]
  43. Luis E. Ortiz, Leslie Pack Kaelbling
    Adaptive Importance Sampling for Estimation in Structured Domains. [Citation Graph (0, 0)][DBLP]
    UAI, 2000, pp:446-454 [Conf]
  44. Nicolas Meuleau, Kee-Eung Kim, Leslie Pack Kaelbling, Anthony R. Cassandra
    Solving POMDPs by Searching the Space of Finite Policies. [Citation Graph (0, 0)][DBLP]
    UAI, 1999, pp:417-426 [Conf]
  45. Luis E. Ortiz, Leslie Pack Kaelbling
    Accelerating EM: An Empirical Study. [Citation Graph (0, 0)][DBLP]
    UAI, 1999, pp:512-521 [Conf]
  46. Nicolas Meuleau, Leonid Peshkin, Kee-Eung Kim, Leslie Pack Kaelbling
    Learning Finite-State Controllers for Partially Observable Environments. [Citation Graph (0, 0)][DBLP]
    UAI, 1999, pp:427-436 [Conf]
  47. Leonid Peshkin, Kee-Eung Kim, Nicolas Meuleau, Leslie Pack Kaelbling
    Learning to Cooperate via Policy Search. [Citation Graph (0, 0)][DBLP]
    UAI, 2000, pp:489-496 [Conf]
  48. Kenneth Basye, Thomas Dean, Leslie Pack Kaelbling
    Learning Dynamics: System Identification for Perceptually Challenged Agents. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 1995, v:72, n:1-2, pp:139-171 [Journal]
  49. Thomas Dean, Leslie Pack Kaelbling, Jak Kirman, Ann E. Nicholson
    Planning under Time Constraints in Stochastic Domains. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 1995, v:76, n:1-2, pp:35-74 [Journal]
  50. Leslie Pack Kaelbling, Michael L. Littman, Anthony R. Cassandra
    Planning and Acting in Partially Observable Stochastic Domains. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 1998, v:101, n:1-2, pp:99-134 [Journal]
  51. Stanley J. Rosenschein, Leslie Pack Kaelbling
    A Situated View of Representation and Control. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 1995, v:73, n:1-2, pp:149-173 [Journal]
  52. Sridhar Mahadevan, Leslie Pack Kaelbling
    The National Science Foundation Workshop on Reinforcement Learning. [Citation Graph (0, 0)][DBLP]
    AI Magazine, 1996, v:17, n:4, pp:89-93 [Journal]
  53. Leslie Pack Kaelbling, Michael L. Littman, Andrew W. Moore
    Reinforcement Learning: A Survey [Citation Graph (0, 0)][DBLP]
    CoRR, 1996, v:0, n:, pp:- [Journal]
  54. Leonid Peshkin, Nicolas Meuleau, Leslie Pack Kaelbling
    Learning Policies with External Memory [Citation Graph (0, 0)][DBLP]
    CoRR, 2001, v:0, n:, pp:- [Journal]
  55. Leonid Peshkin, Kee-Eung Kim, Nicolas Meuleau, Leslie Pack Kaelbling
    Learning to Cooperate via Policy Search [Citation Graph (0, 0)][DBLP]
    CoRR, 2001, v:0, n:, pp:- [Journal]
  56. Brett R. Fajen, William H. Warren, Selim Temizer, Leslie Pack Kaelbling
    A Dynamical Model of Visually-Guided Steering, Obstacle Avoidance, and Route Selection. [Citation Graph (0, 0)][DBLP]
    International Journal of Computer Vision, 2003, v:54, n:1-3, pp:13-34 [Journal]
  57. Leslie Pack Kaelbling, Michael L. Littman, Andrew P. Moore
    Reinforcement Learning: A Survey. [Citation Graph (0, 0)][DBLP]
    J. Artif. Intell. Res. (JAIR), 1996, v:4, n:, pp:237-285 [Journal]
  58. Hagit Shatkay, Leslie Pack Kaelbling
    Learning Geometrically-Constrained Hidden Markov Models for Robot Navigation: Bridging the Topological-Geometrical Gap. [Citation Graph (0, 0)][DBLP]
    J. Artif. Intell. Res. (JAIR), 2002, v:16, n:, pp:167-207 [Journal]
  59. Thomas Dean, Dana Angluin, Kenneth Basye, Sean P. Engelson, Leslie Pack Kaelbling, Evangelos Kokkevis, Oded Maron
    Inferring Finite Automata with Stochastic Output Functions and an Application to Map Learning. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1995, v:18, n:1, pp:81-108 [Journal]
  60. Leslie Pack Kaelbling
    Associative Reinforcement Learning: Functions in k-DNF. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1994, v:15, n:3, pp:279-298 [Journal]
  61. Leslie Pack Kaelbling
    Associative Reinforcement Learning: A Generate and Test Algorithm. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1994, v:15, n:3, pp:299-319 [Journal]
  62. Leslie Pack Kaelbling
    Introduction. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1996, v:22, n:1-3, pp:7-9 [Journal]
  63. Leslie Pack Kaelbling
    Foundations of learning in autonomous agents. [Citation Graph (0, 0)][DBLP]
    Robotics and Autonomous Systems, 1991, v:8, n:1-2, pp:131-144 [Journal]
  64. Leslie Pack Kaelbling
    A Situated-Automata Approach to the Design of Embedded Agents. [Citation Graph (0, 0)][DBLP]
    SIGART Bulletin, 1991, v:2, n:4, pp:85-88 [Journal]
  65. Natalia Hernandez-Gardiol, Leslie Pack Kaelbling
    Action-Space Partitioning for Planning. [Citation Graph (0, 0)][DBLP]
    AAAI, 2007, pp:980-986 [Conf]
  66. Han-Pang Chiu, Leslie Pack Kaelbling, Tomás Lozano-Pérez
    Virtual Training for Multi-View Object Class Recognition. [Citation Graph (0, 0)][DBLP]
    CVPR, 2007, pp:- [Conf]
  67. Kaijen Hsiao, Leslie Pack Kaelbling, Tomás Lozano-Pérez
    Grasping POMDPs. [Citation Graph (0, 0)][DBLP]
    ICRA, 2007, pp:4685-4692 [Conf]
  68. Georgios Theocharous, Kevin Murphy, Leslie Pack Kaelbling
    Representing Hierarchical POMDPs as DBNs for Multi-scale Robot Localization. [Citation Graph (0, 0)][DBLP]
    ICRA, 2004, pp:1045-1051 [Conf]

  69. Lifted Probabilistic Inference with Counting Formulas. [Citation Graph (, )][DBLP]


  70. Logical Particle Filtering. [Citation Graph (, )][DBLP]


  71. Learning Probabilistic Relational Dynamics for Multiple Tasks. [Citation Graph (, )][DBLP]


  72. Multi-Agent Filtering with Infinitely Nested Beliefs. [Citation Graph (, )][DBLP]


  73. Intelligent Interaction with the Real World. [Citation Graph (, )][DBLP]


  74. Predicting Partial Paths from Planning Problem Parameters. [Citation Graph (, )][DBLP]


  75. Technical perspective - New bar set for intelligent vehicles. [Citation Graph (, )][DBLP]


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