Stuart J. Russell

	2011
93		Jason Wolfe, Stuart J. Russell: Bounded Intention Planning. IJCAI 2011: 2039-2045
	2010
92		Stuart J. Russell, Peter Norvig: Artificial Intelligence - A Modern Approach (3. internat. ed.). Pearson Education 2010: I-XVIII, 1-1132
91		Jason Wolfe, Bhaskara Marthi, Stuart J. Russell: Hierarchical Planning for Mobile Manipulation. Bridging the Gap Between Task and Motion Planning 2010
90		Jason Wolfe, Bhaskara Marthi, Stuart J. Russell: Combined Task and Motion Planning for Mobile Manipulation. ICAPS 2010: 254-258
89		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: Reports of the AAAI 2010 Conference Workshops. AI Magazine 31(4): 95-108 (2010)
	2008
88		Bhaskara Marthi, Stuart J. Russell, Jason Wolfe: Angelic Hierarchical Planning: Optimal and Online Algorithms. ICAPS 2008: 222-231
87		Gregory Lawrence, Stuart J. Russell: Improving Gradient Estimation by Incorporating Sensor Data. UAI 2008: 375-382
	2007
86		Bhaskara Marthi, Stuart J. Russell, Jason Wolfe: Angelic Semantics for High-Level Actions. ICAPS 2007: 232-239
	2006
85		T. K. Satish Kumar, Stuart J. Russell: On Some Tractable Cases of Logical Filtering. ICAPS 2006: 83-92
84		Brian Milch, Stuart J. Russell: First-Order Probabilistic Languages: Into the Unknown. ILP 2006: 10-24
83		Bhaskara Marthi, Stuart J. Russell, David Andre: A Compact, Hierarchical Q-function Decomposition. UAI 2006
82		Brian Milch, Stuart J. Russell: General-Purpose MCMC Inference over Relational Structures. UAI 2006
	2005
81		Brian Milch, Bhaskara Marthi, Stuart J. Russell, David Sontag, Daniel L. Ong, Andrey Kolobov: BLOG: Probabilistic Models with Unknown Objects. IJCAI 2005: 1352-1359
80		Stuart J. Russell, Jason Wolfe: Efficient belief-state AND-OR search, with application to Kriegspiel. IJCAI 2005: 278-285
79		Bhaskara Marthi, Stuart J. Russell, David Latham, Carlos Guestrin: Concurrent Hierarchical Reinforcement Learning. IJCAI 2005: 779-785
78		Brian Milch, Bhaskara Marthi, Stuart J. Russell, David Sontag, Daniel L. Ong, Andrey Kolobov: BLOG: Probabilistic Models with Unknown Objects. Probabilistic, Logical and Relational Learning 2005
	2004
77		Stuart J. Russell, Peter Norvig: Künstliche Intelligenz - ein moderner Ansatz (2. Aufl.). Pearson Studium 2004: 1-1327
	2003
76		Stuart J. Russell, Andrew Zimdars: Q-Decomposition for Reinforcement Learning Agents. ICML 2003: 656-663
75		Eyal Amir, Stuart J. Russell: Logical Filtering. IJCAI 2003: 75-82
74		Gregory Lawrence, Noah J. Cowan, Stuart J. Russell: Efficient Gradient Estimation for Motor Control Learning. UAI 2003: 354-361
73		Eric P. Xing, Michael I. Jordan, Stuart J. Russell: A generalized mean field algorithm for variational inference in exponential families. UAI 2003: 583-591
	2002
72		David Andre, Stuart J. Russell: State Abstraction for Programmable Reinforcement Learning Agents. AAAI/IAAI 2002: 119-125
71		Hanna Pasula, Bhaskara Marthi, Brian Milch, Stuart J. Russell, Ilya Shpitser: Identity Uncertainty and Citation Matching. NIPS 2002: 1401-1408
70		Eric P. Xing, Michael I. Jordan, Richard M. Karp, Stuart J. Russell: A Hierarchical Bayesian Markovian Model for Motifs in Biopolymer Sequences. NIPS 2002: 1489-1496
69		Eric P. Xing, Andrew Y. Ng, Michael I. Jordan, Stuart J. Russell: Distance Metric Learning with Application to Clustering with Side-Information. NIPS 2002: 505-512
68		Bhaskara Marthi, Hanna Pasula, Stuart J. Russell, Yuval Peres: Decayed MCMC Filtering. UAI 2002: 319-326
	2001
67		Hanna Pasula, Stuart J. Russell: Approximate inference for first-order probabilistic languages. IJCAI 2001: 741-748
66		Nikunj C. Oza, Stuart J. Russell: Experimental comparisons of online and batch versions of bagging and boosting. KDD 2001: 359-364
65		Nando de Freitas, Pedro A. d. F. R. Højen-Sørensen, Stuart J. Russell: Variational MCMC. UAI 2001: 120-127
	2000
64		Andrew Y. Ng, Stuart J. Russell: Algorithms for Inverse Reinforcement Learning. ICML 2000: 663-670
63		David Andre, Stuart J. Russell: Programmable Reinforcement Learning Agents. NIPS 2000: 1019-1025
62		Arnaud Doucet, Nando de Freitas, Kevin P. Murphy, Stuart J. Russell: Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks. UAI 2000: 176-183
	1999
61		Stuart J. Russell: Expressive Probability Models in Science. Discovery Science 1999: 13-16
60		Andrew Y. Ng, Daishi Harada, Stuart J. Russell: Policy Invariance Under Reward Transformations: Theory and Application to Reward Shaping. ICML 1999: 278-287
59		Hanna Pasula, Stuart J. Russell, Michael Ostland, Yaacov Ritov: Tracking Many Objects with Many Sensors. IJCAI 1999: 1160-1171
58		Vassilis A. Papavassiliou, Stuart J. Russell: Convergence of Reinforcement Learning with General Function Approximators. IJCAI 1999: 748-757
	1998
57		Geoffrey Zweig, Stuart J. Russell: Speech Recognition with Dynamic Bayesian Networks. AAAI/IAAI 1998: 173-180
56		Richard Dearden, Nir Friedman, Stuart J. Russell: Bayesian Q-Learning. AAAI/IAAI 1998: 761-768
55		Stuart J. Russell: Learning Agents for Uncertain Environments (Extended Abstract). COLT 1998: 101-103
54		Geoffrey Zweig, Stuart J. Russell: Probabilistic modeling with Bayesian networks for automatic speech recognition. ICSLP 1998
53		Nir Friedman, Kevin P. Murphy, Stuart J. Russell: Learning the Structure of Dynamic Probabilistic Networks. UAI 1998: 139-147
52		Timothy Huang, Stuart J. Russell: Object Identification: A Bayesian Analysis with Application to Traffic Surveillance. Artif. Intell. 103(1-2): 77-93 (1998)
51		Prasad Tadepalli, Stuart J. Russell: Learning from Examples and Membership Queries with Structured Determinations. Machine Learning 32(3): 245-295 (1998)
	1997
50		Stuart J. Russell: Uncertain Learning Agents (Abstract). ECML 1997: 3
49		Timothy Huang, Stuart J. Russell: Object Identification in a Bayesian Context. IJCAI 1997: 1276-1283
48		John Binder, Kevin P. Murphy, Stuart J. Russell: Space-Efficient Inference in Dynamic Probabilistic Networks. IJCAI 1997: 1292-1296
47		Nir Friedman, Moisés Goldszmidt, David Heckerman, Stuart J. Russell: Challenge: What is the Impact of Bayesian Networks on Learning? IJCAI (1) 1997: 10-15
46		Stuart J. Russell: Learning in Rational Agents. NIPS 1997
45		Ronald Parr, Stuart J. Russell: Reinforcement Learning with Hierarchies of Machines. NIPS 1997
44		Nir Friedman, Stuart J. Russell: Image Segmentation in Video Sequences: A Probabilistic Approach. UAI 1997: 175-181
43		Stuart J. Russell: Rationality and Intelligence. Artif. Intell. 94(1-2): 57-77 (1997)
42		Stuart J. Russell, Lewis Stiller, Othar Hansson: PNPACK: Computing with Probabilities in Java. Concurrency - Practice and Experience 9(11): 1333-1339 (1997)
41		John Binder, Daphne Koller, Stuart J. Russell, Keiji Kanazawa: Adaptive Probabilistic Networks with Hidden Variables. Machine Learning 29(2-3): 213-244 (1997)
	1996
40		Stuart J. Russell: Tools for Autonomous Agents (Abstract). KI 1996: 331
39		Shlomo Zilberstein, Stuart J. Russell: Optimal Composition of Real-Time Systems. Artif. Intell. 82(1-2): 181-213 (1996)
	1995
38		Armand Prieditis, Stuart J. Russell: Machine Learning, Proceedings of the Twelfth International Conference on Machine Learning, Tahoe City, California, USA, July 9-12, 1995 Morgan Kaufmann 1995
37		Stuart J. Russell, Peter Norvig: Artificial intelligence - a modern approach: the intelligent agent book. Prentice Hall 1995: I-XXVIII, 1-932
36		Ronald Parr, Stuart J. Russell: Approximating Optimal Policies for Partially Observable Stochastic Domains. IJCAI 1995: 1088-1095
35		Stuart J. Russell, John Binder, Daphne Koller, Keiji Kanazawa: Local Learning in Probabilistic Networks with Hidden Variables. IJCAI 1995: 1146-1152
34		Jeff Forbes, Timothy Huang, Keiji Kanazawa, Stuart J. Russell: The BATmobile: Towards a Bayesian Automated Taxi. IJCAI 1995: 1878-1885
33		Stuart J. Russell: Rationality and Intelligence. IJCAI (1) 1995: 950-960
32		Keiji Kanazawa, Daphne Koller, Stuart J. Russell: Stochastic simulation algorithms for dynamic probabilistic networks. UAI 1995: 346-351
31		Stuart J. Russell, Devika Subramanian: Provably Bounded-Optimal Agents CoRR cs.AI/9505103: (1995)
30		Stuart J. Russell, Devika Subramanian: Provably Bounded-Optimal Agents. J. Artif. Intell. Res. (JAIR) 2: 575-609 (1995)
29		Stuart J. Russell, Peter Norvig: A Modern, Agent-Oriented Approach to Introductory Artificial Intelligence. SIGART Bulletin 6(2): 24-26 (1995)
	1994
28		Jonathan Tash, Stuart J. Russell: Control Strategies for a Stochastic Planner. AAAI 1994: 1079-1085
27		Timothy Huang, Daphne Koller, Jitendra Malik, Gary H. Ogasawara, B. Rao, Stuart J. Russell, Joseph Weber: Automatic Symbolic Traffic Scene Analysis Using Belief Networks. AAAI 1994: 966-972
	1993
26		Saso Dzeroski, Stephen Muggleton, Stuart J. Russell: Learnability of Constrained Logic Programs. ECML 1993: 342-347
25		Ron Musick, Jason Catlett, Stuart J. Russell: Decision Theoretic Subsampling for Induction on Large Databases. ICML 1993: 212-219
24		Gary H. Ogasawara, Stuart J. Russell: Planning Using Multiple Execution Architectures. IJCAI 1993: 1394-1401
23		Shlomo Zilberstein, Stuart J. Russell: Anytime Sensing Planning and Action: A Practical Model for Robot Control. IJCAI 1993: 1402-1407
22		Stuart J. Russell, Devika Subramanian, Ronald Parr: Provably Bounded Optimal Agents. IJCAI 1993: 338-345
	1992
21		Ron Musick, Stuart J. Russell: How Long Will It Take? AAAI 1992: 466-471
20		Saso Dzeroski, Stephen Muggleton, Stuart J. Russell: PAC-Learnability of Determinate Logic Programs. COLT 1992: 128-135
19		Stuart J. Russell: Efficient Memory-Bounded Search Methods. ECAI 1992: 1-5
	1991
18		Stuart J. Russell, Eric Wefald: Do the right thing - studies in limited rationality. MIT Press 1991: I-XX, 1-200
17		Stuart J. Russell, Shlomo Zilberstein: Composing Real-Time Systems. IJCAI 1991: 212-217
16		Stuart J. Russell, Eric Wefald: Principles of Metareasoning. Artif. Intell. 49(1-3): 361-395 (1991)
15		Stuart J. Russell: Prior knowledge and autonomous learning. Robotics and Autonomous Systems 8(1-2): 145-159 (1991)
14		Stuart J. Russell: An Architecture for Bounded Rationality. SIGART Bulletin 2(4): 146-150 (1991)
	1989
13		Stuart J. Russell: Execution Architectures and Compilation. IJCAI 1989: 15-22
12		Stuart J. Russell, Eric Wefald: On Optimal Game-Tree Search using Rational Meta-Reasoning. IJCAI 1989: 334-340
11		Stuart J. Russell, Eric Wefald: Principles of Metareasoning. KR 1989: 400-411
10		Eric Wefald, Stuart J. Russell: Adaptive Learning of Decision-Theoretic Search Control Knowledge. ML 1989: 408-411
9		Benjamin N. Grosof, Stuart J. Russell: Declarative Bias for Structural Domains. ML 1989: 480-482
8		Sampath Srinivas, Stuart J. Russell, Alice M. Agogino: Automated Construction of Sparse Bayesian Networks from Unstructured Probabilistic Models and Domain Information. UAI 1989: 295-308
	1988
7		Michael S. Braverman, Stuart J. Russell: IMEX: Overcoming Intactability In Explanation Based Learning. AAAI 1988: 575-579
6		Stuart J. Russell: Tree-Structured Bias. AAAI 1988: 641-645
5		Michael S. Braverman, Stuart J. Russell: Boundaries of Operationality. ML 1988: 221-234
	1987
4		Stuart J. Russell, Benjamin N. Grosof: A Declarative Approach to Bias in Concept Learning. AAAI 1987: 505-510
3		Todd R. Davies, Stuart J. Russell: A Logical Approach to Reasoning by Analogy. IJCAI 1987: 264-270
	1986
2		Stuart J. Russell: Quantitative Analysis of Analogy. AAAI 1986: 284-288
1		Stuart J. Russell: Preliminary Steps Toward the Automation of Induction. AAAI 1986: 477-484

Coauthor Index

1	Alice M. Agogino	[8]
2	David W. Aha	[89]
3	Eyal Amir	[75]
4	David Andre	[63] [72] [83]
5	John Binder	[35] [41] [48]
6	Mark S. Boddy	[89]
7	Michael S. Braverman	[5] [7]
8	Vadim Bulitko	[89]
9	Jason Catlett	[25]
10	Noah J. Cowan	[74]
11	Todd R. Davies	[3]
12	Richard Dearden	[56]
13	Prashant Doshi	[89]
14	Arnaud Doucet	[62]
15	Saso Dzeroski	[20] [26]
16	Stefan Edelkamp	[89]
17	Jeff Forbes	[34]
18	Nando de Freitas	[62] [65]
19	Nir Friedman	[44] [47] [53] [56]
20	Artur S. d'Avila Garcez	[89]
21	Christopher W. Geib	[89]
22	Piotr J. Gmytrasiewicz	[89]
23	Robert P. Goldman	[89]
24	Moisés Goldszmidt	[47]
25	Benjamin N. Grosof	[4] [9]
26	Carlos Guestrin	[79]
27	Alon Y. Halevy (Alon Y. Levy)	[89]
28	Othar Hansson	[42]
29	Daishi Harada	[60]
30	David Heckerman	[47]
31	Pascal Hitzler	[89]
32	Pedro A. d. F. R. Højen-Sørensen	[65]
33	Timothy Huang	[27] [34] [49] [52]
34	Charles Lee Isbell Jr. (Charles L. Isbell)	[89]
35	Michael I. Jordan	[69] [70] [73]
36	Darsana P. Josyula	[89]
37	Leslie Pack Kaelbling	[89]
38	Keiji Kanazawa	[32] [34] [35] [41]
39	Richard M. Karp	[70]
40	Kristian Kersting	[89]
41	Daphne Koller	[27] [32] [35] [41]
42	Andrey Kolobov	[78] [81]
43	T. K. Satish Kumar	[85]
44	Maithilee Kunda	[89]
45	Luís C. Lamb (Luís da Cunha Lamb)	[89]
46	David Latham	[79]
47	Gregory Lawrence	[74] [87]
48	Jitendra Malik	[27]
49	Bhaskara Marthi	[68] [71] [78] [79] [81] [83] [86] [88] [89] [90] [91]
50	Keith McGreggor	[89]
51	Ron van der Meyden	[89]
52	Lilyana Mihalkova	[89]
53	Brian Milch	[71] [78] [81] [82] [84]
54	Stephen Muggleton	[20] [26]
55	Kevin P. Murphy	[48] [53] [62]
56	Ron Musick	[21] [25]
57	Vivi Nastase	[89]
58	Sriraam Natarajan	[89]
59	Andrew Y. Ng	[60] [64] [69]
60	Peter Norvig	[29] [37] [77] [92]
61	Gary H. Ogasawara	[24] [27]
62	Daniel L. Ong	[78] [81]
63	Michael Ostland	[59]
64	Nikunj C. Oza	[66]
65	Vassilis A. Papavassiliou	[58]
66	Ronald Parr	[22] [36] [45]
67	Hanna M. Pasula (Hanna Pasula)	[59] [67] [68] [71]
68	Yuval Peres	[68]
69	Armand Prieditis	[38]
70	Gregory Provan	[89]
71	Anita Raja	[89]
72	Ashwin Ram	[89]
73	B. Rao	[27]
74	Mark O. Riedl (Mark Riedl)	[89]
75	Yaacov Ritov	[59]
76	Ashish Sabharwal	[89]
77	Ilya Shpitser	[71]
78	Jan-Georg Smaus	[89]
79	David Sontag	[78] [81]
80	Sampath Srinivas	[8]
81	Lewis Stiller	[42]
82	Devika Subramanian	[22] [30] [31]
83	Gita Reese Sukthankar (Gita Sukthankar)	[89]
84	Prasad Tadepalli	[51]
85	Jonathan Tash	[28]
86	Karl Tuyls	[89]
87	Joseph Weber	[27]
88	Eric Wefald	[10] [11] [12] [16] [18]
89	Jason Wolfe	[80] [86] [88] [90] [91] [93]
90	Eric P. Xing	[69] [70] [73]
91	Shlomo Zilberstein	[17] [23] [39]
92	Andrew Zimdars	[76]
93	Geoffrey Zweig	[54] [57]

Colors in the list of coauthors

Last update Fri May 25 01:42:58 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page