| 2011 |
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| 85 | Bounded Intention Planning. Jason Wolfe, Stuart J. Russell. IJCAI 2011, 2039-2045. Web SearchBibTeXDownload |
| 2010 |
|---|
| 84 | Reports of the AAAI 2010 Conference Workshops. David W. Aha, Mark S. Boddy, Vadim Bulitko, Artur S. d'Avila Garcez, Prashant Doshi, Stefan Edelkamp, Christopher W. Geib, Piotr J. Gmytrasiewicz, Robert P. Goldman, Pascal Hitzler, Charles L. Isbell, Darsana P. Josyula, Leslie Pack Kaelbling, Kristian Kersting, Maithilee Kunda, Luís C. Lamb, Bhaskara Marthi, Keith McGreggor, Vivi Nastase, Gregory Provan, Anita Raja, Ashwin Ram, Mark O. Riedl, Stuart J. Russell, Ashish Sabharwal, Jan-Georg Smaus, Gita Sukthankar, Karl Tuyls, Ron van der Meyden, Alon Y. Halevy, Lilyana Mihalkova, Sriraam Natarajan. AI Magazine (31): 95-108 (2010). Web SearchBibTeXDownload |
| 83 | Combined Task and Motion Planning for Mobile Manipulation. Jason Wolfe, Bhaskara Marthi, Stuart J. Russell. ICAPS 2010, 254-258. Web SearchBibTeXDownload |
| 2008 |
|---|
| 82 | Angelic Hierarchical Planning: Optimal and Online Algorithms. Bhaskara Marthi, Stuart J. Russell, Jason Wolfe. ICAPS 2008, 222-231. Web SearchBibTeX |
| 81 | Improving Gradient Estimation by Incorporating Sensor Data. Gregory Lawrence, Stuart J. Russell. UAI 2008, 375-382. Web SearchBibTeXDownload |
| 2007 |
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| 80 | Angelic Semantics for High-Level Actions. Bhaskara Marthi, Stuart J. Russell, Jason Wolfe. ICAPS 2007, 232-239. Web SearchBibTeX |
| 2006 |
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| 79 | On Some Tractable Cases of Logical Filtering. T. K. Satish Kumar, Stuart J. Russell. ICAPS 2006, 83-92. Web SearchBibTeX |
| 78 | First-Order Probabilistic Languages: Into the Unknown. Brian Milch, Stuart J. Russell. ILP 2006, 10-24. Web SearchBibTeXDownload |
| 77 | A Compact, Hierarchical Q-function Decomposition. Bhaskara Marthi, Stuart J. Russell, David Andre. UAI 2006. Web SearchBibTeXDownload |
| 76 | General-Purpose MCMC Inference over Relational Structures. Brian Milch, Stuart J. Russell. UAI 2006. Web SearchBibTeXDownload |
| 2005 |
|---|
| 75 | Efficient belief-state AND-OR search, with application to Kriegspiel. Stuart J. Russell, Jason Wolfe. IJCAI 2005, 278-285. Web SearchBibTeXDownload |
| 74 | Concurrent Hierarchical Reinforcement Learning. Bhaskara Marthi, Stuart J. Russell, David Latham, Carlos Guestrin. IJCAI 2005, 779-785. Web SearchBibTeXDownload |
| 73 | BLOG: Probabilistic Models with Unknown Objects. Brian Milch, Bhaskara Marthi, Stuart J. Russell, David Sontag, Daniel L. Ong, Andrey Kolobov. IJCAI 2005, 1352-1359. Web SearchBibTeXDownload |
| 2003 |
|---|
| 72 | Q-Decomposition for Reinforcement Learning Agents. Stuart J. Russell, Andrew Zimdars. ICML 2003, 656-663. Web SearchBibTeX |
| 71 | Logical Filtering. Eyal Amir, Stuart J. Russell. IJCAI 2003, 75-82. Web SearchBibTeX |
| 70 | A generalized mean field algorithm for variational inference in exponential families. Eric P. Xing, Michael I. Jordan, Stuart J. Russell. UAI 2003, 583-591. Web SearchBibTeXDownload |
| 69 | Efficient Gradient Estimation for Motor Control Learning. Gregory Lawrence, Noah J. Cowan, Stuart J. Russell. UAI 2003, 354-361. Web SearchBibTeXDownload |
| 2002 |
|---|
| 68 | State Abstraction for Programmable Reinforcement Learning Agents. David Andre, Stuart J. Russell. AAAI/IAAI 2002, 119-125. Web SearchBibTeX |
| 67 | A Hierarchical Bayesian Markovian Model for Motifs in Biopolymer Sequences. Eric P. Xing, Michael I. Jordan, Richard M. Karp, Stuart J. Russell. NIPS 2002, 1489-1496. Web SearchBibTeXDownload |
| 66 | Identity Uncertainty and Citation Matching. Hanna Pasula, Bhaskara Marthi, Brian Milch, Stuart J. Russell, Ilya Shpitser. NIPS 2002, 1401-1408. Web SearchBibTeXDownload |
| 65 | Distance Metric Learning with Application to Clustering with Side-Information. Eric P. Xing, Andrew Y. Ng, Michael I. Jordan, Stuart J. Russell. NIPS 2002, 505-512. Web SearchBibTeXDownload |
| 64 | Decayed MCMC Filtering. Bhaskara Marthi, Hanna Pasula, Stuart J. Russell, Yuval Peres. UAI 2002, 319-326. Web SearchBibTeXDownload |
| 2001 |
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| 63 | Approximate inference for first-order probabilistic languages. Hanna Pasula, Stuart J. Russell. IJCAI 2001, 741-748. Web SearchBibTeX |
| 62 | Experimental comparisons of online and batch versions of bagging and boosting. Nikunj C. Oza, Stuart J. Russell. KDD 2001, 359-364. Web SearchBibTeXDownload |
| 61 | Variational MCMC. Nando de Freitas, Pedro A. d. F. R. Højen-Sørensen, Stuart J. Russell. UAI 2001, 120-127. Web SearchBibTeXDownload |
| 2000 |
|---|
| 60 | Algorithms for Inverse Reinforcement Learning. Andrew Y. Ng, Stuart J. Russell. ICML 2000, 663-670. Web SearchBibTeX |
| 59 | Programmable Reinforcement Learning Agents. David Andre, Stuart J. Russell. NIPS 2000, 1019-1025. Web SearchBibTeX |
| 58 | Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks. Arnaud Doucet, Nando de Freitas, Kevin P. Murphy, Stuart J. Russell. UAI 2000, 176-183. Web SearchBibTeXDownload |
| 1999 |
|---|
| 57 | Expressive Probability Models in Science. Stuart J. Russell. Discovery Science 1999, 13-16. Web SearchBibTeXDownload |
| 56 | Policy Invariance Under Reward Transformations: Theory and Application to Reward Shaping. Andrew Y. Ng, Daishi Harada, Stuart J. Russell. ICML 1999, 278-287. Web SearchBibTeX |
| 55 | Tracking Many Objects with Many Sensors. Hanna Pasula, Stuart J. Russell, Michael Ostland, Yaacov Ritov. IJCAI 1999, 1160-1171. Web SearchBibTeX |
| 54 | Convergence of Reinforcement Learning with General Function Approximators. Vassilis A. Papavassiliou, Stuart J. Russell. IJCAI 1999, 748-757. Web SearchBibTeX |
| 1998 |
|---|
| 53 | Bayesian Q-Learning. Richard Dearden, Nir Friedman, Stuart J. Russell. AAAI/IAAI 1998, 761-768. Web SearchBibTeX |
| 52 | Speech Recognition with Dynamic Bayesian Networks. Geoffrey Zweig, Stuart J. Russell. AAAI/IAAI 1998, 173-180. Web SearchBibTeX |
| 51 | Object Identification: A Bayesian Analysis with Application to Traffic Surveillance. Timothy Huang, Stuart J. Russell. Artif. Intell. (103): 77-93 (1998). Web SearchBibTeXDownload |
| 50 | Learning Agents for Uncertain Environments (Extended Abstract). Stuart J. Russell. COLT 1998, 101-103. Web SearchBibTeXDownload |
| 49 | Probabilistic modeling with Bayesian networks for automatic speech recognition. Geoffrey Zweig, Stuart J. Russell. ICSLP 1998. Web SearchBibTeXDownload |
| 48 | Learning from Examples and Membership Queries with Structured Determinations. Prasad Tadepalli, Stuart J. Russell. Machine Learning (32): 245-295 (1998). Web SearchBibTeXDownload |
| 47 | Learning the Structure of Dynamic Probabilistic Networks. Nir Friedman, Kevin P. Murphy, Stuart J. Russell. UAI 1998, 139-147. Web SearchBibTeXDownload |
| 1997 |
|---|
| 46 | Rationality and Intelligence. Stuart J. Russell. Artif. Intell. (94): 57-77 (1997). Web SearchBibTeXDownload |
| 45 | PNPACK: Computing with Probabilities in Java. Stuart J. Russell, Lewis Stiller, Othar Hansson. Concurrency - Practice and Experience (9): 1333-1339 (1997). Web SearchBibTeX |
| 44 | Uncertain Learning Agents (Abstract). Stuart J. Russell. ECML 1997, 3. Web SearchBibTeXDownload |
| 43 | Space-Efficient Inference in Dynamic Probabilistic Networks. John Binder, Kevin P. Murphy, Stuart J. Russell. IJCAI 1997, 1292-1296. Web SearchBibTeX |
| 42 | Object Identification in a Bayesian Context. Timothy Huang, Stuart J. Russell. IJCAI 1997, 1276-1283. Web SearchBibTeX |
| 41 | Challenge: What is the Impact of Bayesian Networks on Learning?. Nir Friedman, Moisés Goldszmidt, David Heckerman, Stuart J. Russell. IJCAI (1) 1997, 10-15. Web SearchBibTeX |
| 40 | Adaptive Probabilistic Networks with Hidden Variables. John Binder, Daphne Koller, Stuart J. Russell, Keiji Kanazawa. Machine Learning (29): 213-244 (1997). Web SearchBibTeXDownload |
| 39 | Learning in Rational Agents. Stuart J. Russell. NIPS 1997. Web SearchBibTeX |
| 38 | Reinforcement Learning with Hierarchies of Machines. Ronald Parr, Stuart J. Russell. NIPS 1997. Web SearchBibTeX |
| 37 | Image Segmentation in Video Sequences: A Probabilistic Approach. Nir Friedman, Stuart J. Russell. UAI 1997, 175-181. Web SearchBibTeXDownload |
| 1996 |
|---|
| 36 | Optimal Composition of Real-Time Systems. Shlomo Zilberstein, Stuart J. Russell. Artif. Intell. (82): 181-213 (1996). Web SearchBibTeXDownload |
| 35 | Tools for Autonomous Agents (Abstract). Stuart J. Russell. KI 1996, 331. Web SearchBibTeXDownload |
| 1995 |
|---|
| 34 | Provably Bounded-Optimal Agents. Stuart J. Russell, Devika Subramanian. CoRR (cs.AI/9505103): 575-609 (1995). Web SearchBibTeXDownload |
| 33 | Approximating Optimal Policies for Partially Observable Stochastic Domains. Ronald Parr, Stuart J. Russell. IJCAI 1995, 1088-1095. Web SearchBibTeX |
| 32 | The BATmobile: Towards a Bayesian Automated Taxi. Jeff Forbes, Timothy Huang, Keiji Kanazawa, Stuart J. Russell. IJCAI 1995, 1878-1885. Web SearchBibTeX |
| 31 | Local Learning in Probabilistic Networks with Hidden Variables. Stuart J. Russell, John Binder, Daphne Koller, Keiji Kanazawa. IJCAI 1995, 1146-1152. Web SearchBibTeX |
| 30 | Rationality and Intelligence. Stuart J. Russell. IJCAI (1) 1995, 950-960. Web SearchBibTeX |
| 29 | A Modern, Agent-Oriented Approach to Introductory Artificial Intelligence. Stuart J. Russell, Peter Norvig. SIGART Bulletin (6): 24-26 (1995). Web SearchBibTeXDownload |
| 28 | Stochastic simulation algorithms for dynamic probabilistic networks. Keiji Kanazawa, Daphne Koller, Stuart J. Russell. UAI 1995, 346-351. Web SearchBibTeXDownload |
| 1994 |
|---|
| 27 | Control Strategies for a Stochastic Planner. Jonathan Tash, Stuart J. Russell. AAAI 1994, 1079-1085. Web SearchBibTeX |
| 26 | Automatic Symbolic Traffic Scene Analysis Using Belief Networks. Timothy Huang, Daphne Koller, Jitendra Malik, Gary H. Ogasawara, B. Rao, Stuart J. Russell, Joseph Weber. AAAI 1994, 966-972. Web SearchBibTeX |
| 1993 |
|---|
| 25 | Learnability of Constrained Logic Programs. Saso Dzeroski, Stephen Muggleton, Stuart J. Russell. ECML 1993, 342-347. Web SearchBibTeXDownload |
| 24 | Decision Theoretic Subsampling for Induction on Large Databases. Ron Musick, Jason Catlett, Stuart J. Russell. ICML 1993, 212-219. Web SearchBibTeX |
| 23 | Anytime Sensing Planning and Action: A Practical Model for Robot Control. Shlomo Zilberstein, Stuart J. Russell. IJCAI 1993, 1402-1407. Web SearchBibTeX |
| 22 | Provably Bounded Optimal Agents. Stuart J. Russell, Devika Subramanian, Ronald Parr. IJCAI 1993, 338-345. Web SearchBibTeX |
| 21 | Planning Using Multiple Execution Architectures. Gary H. Ogasawara, Stuart J. Russell. IJCAI 1993, 1394-1401. Web SearchBibTeX |
| 1992 |
|---|
| 20 | How Long Will It Take?. Ron Musick, Stuart J. Russell. AAAI 1992, 466-471. Web SearchBibTeX |
| 19 | PAC-Learnability of Determinate Logic Programs. Saso Dzeroski, Stephen Muggleton, Stuart J. Russell. COLT 1992, 128-135. Web SearchBibTeXDownload |
| 18 | Efficient Memory-Bounded Search Methods. Stuart J. Russell. ECAI 1992, 1-5. Web SearchBibTeX |
| 1991 |
|---|
| 17 | Principles of Metareasoning. Stuart J. Russell, Eric Wefald. Artif. Intell. (49): 361-395 (1991). Web SearchBibTeXDownload |
| 16 | Composing Real-Time Systems. Stuart J. Russell, Shlomo Zilberstein. IJCAI 1991, 212-217. Web SearchBibTeX |
| 15 | Prior knowledge and autonomous learning. Stuart J. Russell. Robotics and Autonomous Systems (8): 145-159 (1991). Web SearchBibTeXDownload |
| 14 | An Architecture for Bounded Rationality. Stuart J. Russell. SIGART Bulletin (2): 146-150 (1991). Web SearchBibTeXDownload |
| 1989 |
|---|
| 13 | Execution Architectures and Compilation. Stuart J. Russell. IJCAI 1989, 15-22. Web SearchBibTeX |
| 12 | On Optimal Game-Tree Search using Rational Meta-Reasoning. Stuart J. Russell, Eric Wefald. IJCAI 1989, 334-340. Web SearchBibTeX |
| 11 | Principles of Metareasoning. Stuart J. Russell, Eric Wefald. KR 1989, 400-411. Web SearchBibTeX |
| 10 | Declarative Bias for Structural Domains. Benjamin N. Grosof, Stuart J. Russell. ML 1989, 480-482. Web SearchBibTeX |
| 9 | Adaptive Learning of Decision-Theoretic Search Control Knowledge. Eric Wefald, Stuart J. Russell. ML 1989, 408-411. Web SearchBibTeX |
| 8 | Automated Construction of Sparse Bayesian Networks from Unstructured Probabilistic Models and Domain Information. Sampath Srinivas, Stuart J. Russell, Alice M. Agogino. UAI 1989, 295-308. Web SearchBibTeXDownload |
| 1988 |
|---|
| 7 | IMEX: Overcoming Intactability In Explanation Based Learning. Michael S. Braverman, Stuart J. Russell. AAAI 1988, 575-579. Web SearchBibTeX |
| 6 | Tree-Structured Bias. Stuart J. Russell. AAAI 1988, 641-645. Web SearchBibTeX |
| 5 | Boundaries of Operationality. Michael S. Braverman, Stuart J. Russell. ML 1988, 221-234. Web SearchBibTeX |
| 1987 |
|---|
| 4 | A Declarative Approach to Bias in Concept Learning. Stuart J. Russell, Benjamin N. Grosof. AAAI 1987, 505-510. Web SearchBibTeX |
| 3 | A Logical Approach to Reasoning by Analogy. Todd R. Davies, Stuart J. Russell. IJCAI 1987, 264-270. Web SearchBibTeX |
| 1986 |
|---|
| 2 | Preliminary Steps Toward the Automation of Induction. Stuart J. Russell. AAAI 1986, 477-484. Web SearchBibTeX |
| 1 | Quantitative Analysis of Analogy. Stuart J. Russell. AAAI 1986, 284-288. Web SearchBibTeX |
