2013
94Distributed Planning in Hierarchical Factored MDPs. Carlos Guestrin, Geoffrey J. Gordon. CoRR (abs/1301.0571) (2013). Web SearchBibTeXDownload
2012
93Decision Support for Agent Populations in Uncertain and Congested Environments. Pradeep Varakantham, Shih-Fen Cheng, Geoffrey J. Gordon, Asrar Ahmed. AAAI 2012. Web SearchBibTeXDownload
92Lagrangian relaxation for large-scale multi-agent planning. Geoffrey J. Gordon, Pradeep Varakantham, William Yeoh, Hoong Chuin Lau, Ajay S. Aravamudhan, Shih-Fen Cheng. AAMAS 2012, 1227-1228. Web SearchBibTeXDownload
91Fast Solutions to Projective Monotone Linear Complementarity Problems. Geoffrey J. Gordon. CoRR (abs/1212.6958) (2012). Web SearchBibTeXDownload
90First-Order Mixed Integer Linear Programming. Geoffrey J. Gordon, Sue Ann Hong, Miroslav Dudík. CoRR (abs/1205.2644) (2012). Web SearchBibTeXDownload
89Decentralized Sensor Fusion With Distributed Particle Filters. Matthew Rosencrantz, Geoffrey J. Gordon, Sebastian Thrun. CoRR (abs/1212.2493) (2012). Web SearchBibTeXDownload
88A Sampling-Based Approach to Computing Equilibria in Succinct Extensive-Form Games. Miroslav Dudík, Geoffrey J. Gordon. CoRR (abs/1205.2649) (2012). Web SearchBibTeXDownload
87A Bayesian Matrix Factorization Model for Relational Data. Ajit Singh, Geoffrey J. Gordon. CoRR (abs/1203.3517) (2012). Web SearchBibTeXDownload
86Two-Manifold Problems with Applications to Nonlinear System Identification. Byron Boots, Geoffrey J. Gordon. CoRR (abs/1206.4648) (2012). Web SearchBibTeXDownload
85A Spectral Learning Approach to Range-Only SLAM. Byron Boots, Geoffrey J. Gordon. CoRR (abs/1207.2491) (2012). Web SearchBibTeXDownload
84Policy-contingent abstraction for robust robot control. Joelle Pineau, Geoffrey J. Gordon, Sebastian Thrun. CoRR (abs/1212.2495) (2012). Web SearchBibTeXDownload
83Identifying Culture and Leveraging Cultural Differences for Negotiation Agents. Brian D. Ziebart, Miroslav Dudík, Geoffrey J. Gordon, Katia P. Sycara, Wendi L. Adair, Jeanne Brett. HICSS 2012, 618-627. Web SearchBibTeXDownload
82Two Manifold Problems with Applications to Nonlinear System Identification. Byron Boots, Geoffrey J. Gordon. ICML 2012. Web SearchBibTeXDownload
2011
81An Online Spectral Learning Algorithm for Partially Observable Nonlinear Dynamical Systems. Byron Boots, Geoffrey J. Gordon. AAAI 2011. Web SearchBibTeXDownload
80Two-Manifold Problems. Byron Boots, Geoffrey J. Gordon. CoRR (abs/1112.6399) (2011). Web SearchBibTeXDownload
79Anytime Point-Based Approximations for Large POMDPs. Joelle Pineau, Geoffrey J. Gordon, Sebastian Thrun. CoRR (abs/1110.0027) (2011). Web SearchBibTeXDownload
78Finding Approximate POMDP solutions Through Belief Compression. Geoffrey J. Gordon, Nicholas Roy, Sebastian Thrun. CoRR (abs/1107.0053) (2011). Web SearchBibTeXDownload
77Instructional Factors Analysis: A Cognitive Model For Multiple Instructional Interventions. Min Chi, Kenneth R. Koedinger, Geoffrey J. Gordon, Pamela W. Jordan, Kurt VanLehn. EDM 2011, 61-70. Web SearchBibTeXDownload
76Closing the learning-planning loop with predictive state representations. Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon. I. J. Robotic Res. (30): 954-966 (2011). Web SearchBibTeXDownload
75Optimal Distributed Market-Based Planning for Multi-Agent Systems with Shared Resources. Sue Ann Hong, Geoffrey J. Gordon. Journal of Machine Learning Research - Proceedings Track (15): 351-360 (2011). Web SearchBibTeXDownload
74An Instantiation-Based Theorem Prover for First-Order Programming. Erik Zawadzki, Geoffrey J. Gordon, André Platzer. Journal of Machine Learning Research - Proceedings Track (15): 855-863 (2011). Web SearchBibTeXDownload
73A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning. Stéphane Ross, Geoffrey J. Gordon, Drew Bagnell. Journal of Machine Learning Research - Proceedings Track (15): 627-635 (2011). Web SearchBibTeXDownload
2010
72Closing the learning-planning loop with predictive state representations. Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon. AAMAS 2010, 1369-1370. Web SearchBibTeXDownload
71Decentralized estimation and control of graph connectivity for mobile sensor networks. Peng Yang, Randy A. Freeman, Geoffrey J. Gordon, Kevin M. Lynch, Siddhartha S. Srinivasa, Rahul Sukthankar. Automatica (46): 390-396 (2010). Web SearchBibTeXDownload
70No-Regret Reductions for Imitation Learning and Structured Prediction. Stéphane Ross, Geoffrey J. Gordon, J. Andrew Bagnell. CoRR (abs/1011.0686) (2010). Web SearchBibTeXDownload
69Predictive State Temporal Difference Learning. Byron Boots, Geoffrey J. Gordon. CoRR (abs/1011.0041) (2010). Web SearchBibTeXDownload
68Automatic state discovery for unstructured audio scene classification. Julian Ramos, Sajid M. Siddiqi, Artur Dubrawski, Geoffrey J. Gordon, Abhishek Sharma. ICASSP 2010, 2154-2157. Web SearchBibTeXDownload
67Hilbert Space Embeddings of Hidden Markov Models. Le Song, Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon, Alexander J. Smola. ICML 2010, 991-998. Web SearchBibTeXDownload
66Reduced-Rank Hidden Markov Models. Sajid M. Siddiqi, Byron Boots, Geoffrey J. Gordon. Journal of Machine Learning Research - Proceedings Track (9): 741-748 (2010). Web SearchBibTeXDownload
65Closing the Learning-Planning Loop with Predictive State Representations. Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon. Robotics: Science and Systems 2010. Web SearchBibTeXDownload
64A Bayesian Matrix Factorization Model for Relational Data. Ajit Singh, Geoffrey J. Gordon. UAI 2010, 556-563. Web SearchBibTeXDownload
2009
63Closing the Learning-Planning Loop with Predictive State Representations. Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon. CoRR (abs/0912.2385) (2009). Web SearchBibTeXDownload
62Reduced-Rank Hidden Markov Models. Sajid M. Siddiqi, Byron Boots, Geoffrey J. Gordon. CoRR (abs/0910.0902) (2009). Web SearchBibTeXDownload
61The Block Diagonal Infinite Hidden Markov Model. Thomas S. Stepleton, Zoubin Ghahramani, Geoffrey J. Gordon, Tai Sing Lee. Journal of Machine Learning Research - Proceedings Track (5): 552-559 (2009). Web SearchBibTeXDownload
60A Sampling-Based Approach to Computing Equilibria in Succinct Extensive-Form Games. Miroslav Dudík, Geoffrey J. Gordon. UAI 2009, 151-160. Web SearchBibTeXDownload
59First-Order Mixed Integer Linear Programming. Geoffrey J. Gordon, Sue Ann Hong, Miroslav Dudík. UAI 2009, 213-222. Web SearchBibTeXDownload
2008
58RADAR: A Personal Assistant that Learns to Reduce Email Overload. Michael Freed, Jaime G. Carbonell, Geoffrey J. Gordon, Jordan Hayes, Brad A. Myers, Daniel P. Siewiorek, Stephen Smith, Aaron Steinfeld, Anthony Tomasic. AAAI 2008, 1287-1293. Web SearchBibTeXDownload
57No-regret learning and a mechanism for distributed multiagent planning. Jan-P. Calliess, Geoffrey J. Gordon. AAMAS (1) 2008, 509-516. Web SearchBibTeXDownload
56Anytime search in dynamic graphs. Maxim Likhachev, Dave Ferguson, Geoffrey J. Gordon, Anthony Stentz, Sebastian Thrun. Artif. Intell. (172): 1613-1643 (2008). Web SearchBibTeXDownload
55A Unified View of Matrix Factorization Models. Ajit Paul Singh, Geoffrey J. Gordon. ECML/PKDD (2) 2008, 358-373. Web SearchBibTeXDownload
54Closed-form supervised dimensionality reduction with generalized linear models. Irina Rish, Genady Grabarnik, Guillermo A. Cecchi, Francisco Pereira, Geoffrey J. Gordon. ICML 2008, 832-839. Web SearchBibTeXDownload
53No-regret learning in convex games. Geoffrey J. Gordon, Amy R. Greenwald, Casey Marks. ICML 2008, 360-367. Web SearchBibTeXDownload
52Graphical Models for Structured Classification, with an Application to Interpreting Images of Protein Subcellular Location Patterns. Shann-Ching Chen, Geoffrey J. Gordon, Robert F. Murphy. Journal of Machine Learning Research (9): 651-682 (2008). Web SearchBibTeXDownload
51Relational learning via collective matrix factorization. Ajit Paul Singh, Geoffrey J. Gordon. KDD 2008, 650-658. Web SearchBibTeXDownload
2007
50A Unification of Extensive-Form Games and Markov Decision Processes. H. Brendan McMahan, Geoffrey J. Gordon. AAAI 2007, 86-93. Web SearchBibTeXDownload
49Agendas for multi-agent learning. Geoffrey J. Gordon. Artif. Intell. (171): 392-401 (2007). Web SearchBibTeXDownload
48Adaptive Sampling for Multi-Robot Wide-Area Exploration. Kian Hsiang Low, Geoffrey J. Gordon, John M. Dolan, Pradeep K. Khosla. ICRA 2007, 755-760. Web SearchBibTeXDownload
47Automated image analysis of protein localization in budding yeast. Shann-Ching Chen, Ting Zhao, Geoffrey J. Gordon, Robert F. Murphy. ISMB/ECCB (Supplement of Bioinformatics) 2007, 66-71. Web SearchBibTeXDownload
46Fast State Discovery for HMM Model Selection and Learning. Sajid M. Siddiqi, Geoffrey J. Gordon, Andrew W. Moore. Journal of Machine Learning Research - Proceedings Track (2): 492-499 (2007). Web SearchBibTeXDownload
45A Fast Bundle-based Anytime Algorithm for Poker and other Convex Games. H. Brendan McMahan, Geoffrey J. Gordon. Journal of Machine Learning Research - Proceedings Track (2): 323-330 (2007). Web SearchBibTeXDownload
44A Latent Space Approach to Dynamic Embedding of Co-occurrence Data. Purnamrita Sarkar, Sajid M. Siddiqi, Geoffrey J. Gordon. Journal of Machine Learning Research - Proceedings Track (2): 420-427 (2007). Web SearchBibTeXDownload
43A Constraint Generation Approach to Learning Stable Linear Dynamical Systems. Sajid M. Siddiqi, Byron Boots, Geoffrey J. Gordon. NIPS 2007. Web SearchBibTeXDownload
2006
42Decentralized planning under uncertainty for teams of communicating agents. Matthijs T. J. Spaan, Geoffrey J. Gordon, Nikos A. Vlassis. AAMAS 2006, 249-256. Web SearchBibTeXDownload
41A Novel Graphical Model Approach to Segmenting Cell Images. Shann-Ching Chen, Ting Zhao, Geoffrey J. Gordon, Robert F. Murphy. CIBCB 2006, 1-8. Web SearchBibTeXDownload
40The support vector decomposition machine. Francisco Pereira, Geoffrey J. Gordon. ICML 2006, 689-696. Web SearchBibTeXDownload
39Visibility-based Pursuit-evasion with Limited Field of View. Brian P. Gerkey, Sebastian Thrun, Geoffrey J. Gordon. I. J. Robotic Res. (25): 299-315 (2006). Web SearchBibTeXDownload
38A novel approximate inference approach to automated classification of protein subcellular location patterns in multi-cell images. Shann-Ching Chen, Geoffrey J. Gordon, Robert F. Murphy. ISBI 2006, 558-561. Web SearchBibTeXDownload
37Anytime Point-Based Approximations for Large POMDPs. Joelle Pineau, Geoffrey J. Gordon, Sebastian Thrun. J. Artif. Intell. Res. (JAIR) (27): 335-380 (2006). Web SearchBibTeXDownload
36No-regret Algorithms for Online Convex Programs. Geoffrey J. Gordon. NIPS 2006, 489-496. Web SearchBibTeXDownload
35Multi-Robot Negotiation: Approximating the Set of Subgame Perfect Equilibria in General-Sum Stochastic Games. Chris Murray, Geoffrey J. Gordon. NIPS 2006, 1001-1008. Web SearchBibTeXDownload
34Planning under uncertainty in robotics. Nikos A. Vlassis, Geoffrey J. Gordon, Joelle Pineau. Robotics and Autonomous Systems (54): 885-886 (2006). Web SearchBibTeXDownload
2005
33Fast Exact Planning in Markov Decision Processes. H. Brendan McMahan, Geoffrey J. Gordon. ICAPS 2005, 151-160. Web SearchBibTeXDownload
32Anytime Dynamic A*: An Anytime, Replanning Algorithm. Maxim Likhachev, David I. Ferguson, Geoffrey J. Gordon, Anthony Stentz, Sebastian Thrun. ICAPS 2005, 262-271. Web SearchBibTeXDownload
31Bounded real-time dynamic programming: RTDP with monotone upper bounds and performance guarantees. H. Brendan McMahan, Maxim Likhachev, Geoffrey J. Gordon. ICML 2005, 569-576. Web SearchBibTeXDownload
30Game Theoretic Control for Robot Teams. Rosemary Emery-Montemerlo, Geoffrey J. Gordon, Jeff G. Schneider, Sebastian Thrun. ICRA 2005, 1163-1169. Web SearchBibTeXDownload
29POMDP Planning for Robust Robot Control. Joelle Pineau, Geoffrey J. Gordon. ISRR 2005, 69-82. Web SearchBibTeXDownload
28Finding Approximate POMDP solutions Through Belief Compression. Geoffrey J. Gordon, Nicholas Roy, Sebastian Thrun. J. Artif. Intell. Res. (JAIR) (23): 1-40 (2005). Web SearchBibTeXDownload
2004
27Visibility-Based Pursuit-Evasion with Limited Field of View. Brian P. Gerkey, Sebastian Thrun, Geoffrey J. Gordon. AAAI 2004, 20-27. Web SearchBibTeXDownload
26Approximate Solutions for Partially Observable Stochastic Games with Common Payoffs. Rosemary Emery-Montemerlo, Geoffrey J. Gordon, Jeff G. Schneider, Sebastian Thrun. AAMAS 2004, 136-143. Web SearchBibTeXDownload
25Learning low dimensional predictive representations. Matthew Rosencrantz, Geoffrey J. Gordon, Sebastian Thrun. ICML 2004. Web SearchBibTeXDownload
24Planning for Markov Decision Processes with Sparse Stochasticity. Maxim Likhachev, Geoffrey J. Gordon, Sebastian Thrun. NIPS 2004. Web SearchBibTeXDownload
2003
23Locating moving entities in indoor environments with teams of mobile robots. Matthew Rosencrantz, Geoffrey J. Gordon, Sebastian Thrun. AAMAS 2003, 233-240. Web SearchBibTeXDownload
22Planning under Uncertainty for Reliable Health Care Robotics. Nicholas Roy, Geoffrey J. Gordon, Sebastian Thrun. FSR 2003, 417-426. Web SearchBibTeXDownload
21Planning in the Presence of Cost Functions Controlled by an Adversary. H. Brendan McMahan, Geoffrey J. Gordon, Avrim Blum. ICML 2003, 536-543. Web SearchBibTeXDownload
20Point-based value iteration: An anytime algorithm for POMDPs. Joelle Pineau, Geoffrey J. Gordon, Sebastian Thrun. IJCAI 2003, 1025-1032. Web SearchBibTeX
19A Learning Algorithm for Localizing People Based on Wireless Signal Strength that Uses Labeled and Unlabeled Data. Sebastian Thrun, Geoffrey J. Gordon, Frank Pfenning, Mary Berna, Brennan Sellner, Brad Lisien. IJCAI 2003, 1427-1428. Web SearchBibTeX
18Model Uncertainty in Classical Conditioning. Aaron C. Courville, Nathaniel D. Daw, Geoffrey J. Gordon, David S. Touretzky. NIPS 2003. Web SearchBibTeXDownload
17Applying Metric-Trees to Belief-Point POMDPs. Joelle Pineau, Geoffrey J. Gordon, Sebastian Thrun. NIPS 2003. Web SearchBibTeXDownload
16Auction Mechanism Design for Multi-Robot Coordination. Curt A. Bererton, Geoffrey J. Gordon, Sebastian Thrun. NIPS 2003. Web SearchBibTeXDownload
15ARA*: Anytime A* with Provable Bounds on Sub-Optimality. Maxim Likhachev, Geoffrey J. Gordon, Sebastian Thrun. NIPS 2003. Web SearchBibTeXDownload
14Policy-contingent abstraction for robust robot control. Joelle Pineau, Geoffrey J. Gordon, Sebastian Thrun. UAI 2003, 477-484. Web SearchBibTeXDownload
13Decentralized Sensor Fusion with Distributed Particle Filters. Matthew Rosencrantz, Geoffrey J. Gordon, Sebastian Thrun. UAI 2003, 493-500. Web SearchBibTeXDownload
2002
12Generalized2 Linear2 Models. Geoffrey J. Gordon. NIPS 2002, 577-584. Web SearchBibTeXDownload
11Exponential Family PCA for Belief Compression in POMDPs. Nicholas Roy, Geoffrey J. Gordon. NIPS 2002, 1635-1642. Web SearchBibTeXDownload
10Distributed Planning in Hierarchical Factored MDPs. Carlos Guestrin, Geoffrey J. Gordon. UAI 2002, 197-206. Web SearchBibTeXDownload
2000
9Learning Filaments. Geoffrey J. Gordon, Andrew Moore. ICML 2000, 335-342. Web SearchBibTeX
8Reinforcement Learning with Function Approximation Converges to a Region. Geoffrey J. Gordon. NIPS 2000, 1040-1046. Web SearchBibTeX
1999
7Regret Bounds for Prediction Problems. Geoffrey J. Gordon. COLT 1999, 29-40. Web SearchBibTeXDownload
1997
6An evaluation of machine-learning methods for predicting pneumonia mortality. Gregory F. Cooper, Constantin F. Aliferis, Richard Ambrosino, John M. Aronis, Bruce G. Buchanan, Rich Caruana, Michael J. Fine, Clark Glymour, Geoffrey J. Gordon, Barbara H. Hanusa, Janine E. Janosky, Christopher Meek, Tom M. Mitchell, Thomas S. Richardson, Peter Spirtes. Artificial Intelligence in Medicine (9): 107-138 (1997). Web SearchBibTeXDownload
1996
5Exploratory Analysis of Speedup Learning Data Using Epectation Maximization. Alberto Maria Segre, Geoffrey J. Gordon, Charles Elkan. Artif. Intell. (85): 301-319 (1996). Web SearchBibTeXDownload
4Nonparametric Statistical Methods for Experimental Evaluations of Speedup Learning. Geoffrey J. Gordon, Alberto Maria Segre. ICML 1996, 200-206. Web SearchBibTeX
1995
3Stable Function Approximation in Dynamic Programming. Geoffrey J. Gordon. ICML 1995, 261-268. Web SearchBibTeX
2Stable Fitted Reinforcement Learning. Geoffrey J. Gordon. NIPS 1995, 1052-1058. Web SearchBibTeXDownload
1993
1Sholom M. Weiss and Casimir A. Kulikowski, Computer Systems That Learn. Alberto Maria Segre, Geoffrey J. Gordon. Artif. Intell. (62): 363-378 (1993). Web SearchBibTeX
from DBLP and Google Scholar
Developed by the Database Group at the University of Wisconsin and Yahoo! Research