| 2009 | ||
|---|---|---|
| 54 | Sajid M. Siddiqi, Byron Boots, Geoffrey J. Gordon: Reduced-Rank Hidden Markov Models CoRR abs/0910.0902: (2009) | |
| 2008 | ||
| 53 | Michael Freed, Jaime G. Carbonell, Geoffrey J. Gordon, Jordan Hayes, Brad A. Myers, Daniel P. Siewiorek, Stephen Smith, Aaron Steinfeld, Anthony Tomasic: RADAR: A Personal Assistant that Learns to Reduce Email Overload. AAAI 2008: 1287-1293 | |
| 52 | Jan-P. Calliess, Geoffrey J. Gordon: No-regret learning and a mechanism for distributed multiagent planning. AAMAS (1) 2008: 509-516 | |
| 51 | Ajit Paul Singh, Geoffrey J. Gordon: A Unified View of Matrix Factorization Models. ECML/PKDD (2) 2008: 358-373 | |
| 50 | Geoffrey J. Gordon, Amy R. Greenwald, Casey Marks: No-regret learning in convex games. ICML 2008: 360-367 | |
| 49 | Irina Rish, Genady Grabarnik, Guillermo Cecchi, Francisco Pereira, Geoffrey J. Gordon: Closed-form supervised dimensionality reduction with generalized linear models. ICML 2008: 832-839 | |
| 48 | Ajit Paul Singh, Geoffrey J. Gordon: Relational learning via collective matrix factorization. KDD 2008: 650-658 | |
| 47 | Maxim Likhachev, Dave Ferguson, Geoffrey J. Gordon, Anthony Stentz, Sebastian Thrun: Anytime search in dynamic graphs. Artif. Intell. 172(14): 1613-1643 (2008) | |
| 2007 | ||
| 46 | H. Brendan McMahan, Geoffrey J. Gordon: A Unification of Extensive-Form Games and Markov Decision Processes. AAAI 2007: 86-93 | |
| 45 | Kian Hsiang Low, Geoffrey J. Gordon, John M. Dolan, Pradeep K. Khosla: Adaptive Sampling for Multi-Robot Wide-Area Exploration. ICRA 2007: 755-760 | |
| 44 | Shann-Ching Chen, Ting Zhao, Geoffrey J. Gordon, Robert F. Murphy: Automated image analysis of protein localization in budding yeast. ISMB/ECCB (Supplement of Bioinformatics) 2007: 66-71 | |
| 43 | Sajid M. Siddiqi, Byron Boots, Geoffrey J. Gordon: A Constraint Generation Approach to Learning Stable Linear Dynamical Systems. NIPS 2007 | |
| 42 | Geoffrey J. Gordon: Agendas for multi-agent learning. Artif. Intell. 171(7): 392-401 (2007) | |
| 2006 | ||
| 41 | Matthijs T. J. Spaan, Geoffrey J. Gordon, Nikos A. Vlassis: Decentralized planning under uncertainty for teams of communicating agents. AAMAS 2006: 249-256 | |
| 40 | Shann-Ching Chen, Ting Zhao, Geoffrey J. Gordon, Robert F. Murphy: A Novel Graphical Model Approach to Segmenting Cell Images. CIBCB 2006: 1-8 | |
| 39 | Francisco Pereira, Geoffrey J. Gordon: The support vector decomposition machine. ICML 2006: 689-696 | |
| 38 | Shann-Ching Chen, Geoffrey J. Gordon, Robert F. Murphy: A novel approximate inference approach to automated classification of protein subcellular location patterns in multi-cell images. ISBI 2006: 558-561 | |
| 37 | Chris Murray, Geoffrey J. Gordon: Multi-Robot Negotiation: Approximating the Set of Subgame Perfect Equilibria in General-Sum Stochastic Games. NIPS 2006: 1001-1008 | |
| 36 | Geoffrey J. Gordon: No-regret Algorithms for Online Convex Programs. NIPS 2006: 489-496 | |
| 35 | Brian P. Gerkey, Sebastian Thrun, Geoffrey J. Gordon: Visibility-based Pursuit-evasion with Limited Field of View. I. J. Robotic Res. 25(4): 299-315 (2006) | |
| 34 | Joelle Pineau, Geoffrey J. Gordon, Sebastian Thrun: Anytime Point-Based Approximations for Large POMDPs. J. Artif. Intell. Res. (JAIR) 27: 335-380 (2006) | |
| 33 | Nikos A. Vlassis, Geoffrey J. Gordon, Joelle Pineau: Planning under uncertainty in robotics. Robotics and Autonomous Systems 54(11): 885-886 (2006) | |
| 2005 | ||
| 32 | H. Brendan McMahan, Geoffrey J. Gordon: Fast Exact Planning in Markov Decision Processes. ICAPS 2005: 151-160 | |
| 31 | Maxim Likhachev, David I. Ferguson, Geoffrey J. Gordon, Anthony Stentz, Sebastian Thrun: Anytime Dynamic A*: An Anytime, Replanning Algorithm. ICAPS 2005: 262-271 | |
| 30 | H. Brendan McMahan, Maxim Likhachev, Geoffrey J. Gordon: Bounded real-time dynamic programming: RTDP with monotone upper bounds and performance guarantees. ICML 2005: 569-576 | |
| 29 | Rosemary Emery-Montemerlo, Geoffrey J. Gordon, Jeff G. Schneider, Sebastian Thrun: Game Theoretic Control for Robot Teams. ICRA 2005: 1163-1169 | |
| 28 | Joelle Pineau, Geoffrey J. Gordon: POMDP Planning for Robust Robot Control. ISRR 2005: 69-82 | |
| 27 | Nicholas Roy, Geoffrey J. Gordon, Sebastian Thrun: Finding Approximate POMDP solutions Through Belief Compression. J. Artif. Intell. Res. (JAIR) 23: 1-40 (2005) | |
| 2004 | ||
| 26 | Brian P. Gerkey, Sebastian Thrun, Geoffrey J. Gordon: Visibility-Based Pursuit-Evasion with Limited Field of View. AAAI 2004: 20-27 | |
| 25 | Rosemary Emery-Montemerlo, Geoffrey J. Gordon, Jeff G. Schneider, Sebastian Thrun: Approximate Solutions for Partially Observable Stochastic Games with Common Payoffs. AAMAS 2004: 136-143 | |
| 24 | Matthew Rosencrantz, Geoffrey J. Gordon, Sebastian Thrun: Learning low dimensional predictive representations. ICML 2004 | |
| 23 | Maxim Likhachev, Geoffrey J. Gordon, Sebastian Thrun: Planning for Markov Decision Processes with Sparse Stochasticity. NIPS 2004 | |
| 2003 | ||
| 22 | Matthew Rosencrantz, Geoffrey J. Gordon, Sebastian Thrun: Locating moving entities in indoor environments with teams of mobile robots. AAMAS 2003: 233-240 | |
| 21 | Nicholas Roy, Geoffrey J. Gordon, Sebastian Thrun: Planning under Uncertainty for Reliable Health Care Robotics. FSR 2003: 417-426 | |
| 20 | H. Brendan McMahan, Geoffrey J. Gordon, Avrim Blum: Planning in the Presence of Cost Functions Controlled by an Adversary. ICML 2003: 536-543 | |
| 19 | Joelle Pineau, Geoffrey J. Gordon, Sebastian Thrun: Point-based value iteration: An anytime algorithm for POMDPs. IJCAI 2003: 1025-1032 | |
| 18 | Sebastian Thrun, Geoffrey J. Gordon, Frank Pfenning, Mary Berna, Brennan Sellner, Brad Lisien: A Learning Algorithm for Localizing People Based on Wireless Signal Strength that Uses Labeled and Unlabeled Data. IJCAI 2003: 1427-1428 | |
| 17 | Maxim Likhachev, Geoffrey J. Gordon, Sebastian Thrun: ARA*: Anytime A* with Provable Bounds on Sub-Optimality. NIPS 2003 | |
| 16 | Joelle Pineau, Geoffrey J. Gordon, Sebastian Thrun: Applying Metric-Trees to Belief-Point POMDPs. NIPS 2003 | |
| 15 | Curt A. Bererton, Geoffrey J. Gordon, Sebastian Thrun: Auction Mechanism Design for Multi-Robot Coordination. NIPS 2003 | |
| 14 | Aaron C. Courville, Nathaniel D. Daw, Geoffrey J. Gordon, David S. Touretzky: Model Uncertainty in Classical Conditioning. NIPS 2003 | |
| 13 | Joelle Pineau, Geoffrey J. Gordon, Sebastian Thrun: Policy-contingent abstraction for robust robot control. UAI 2003: 477-484 | |
| 12 | Matthew Rosencrantz, Geoffrey J. Gordon, Sebastian Thrun: Decentralized Sensor Fusion with Distributed Particle Filters. UAI 2003: 493-500 | |
| 2002 | ||
| 11 | Nicholas Roy, Geoffrey J. Gordon: Exponential Family PCA for Belief Compression in POMDPs. NIPS 2002: 1635-1642 | |
| 10 | Geoffrey J. Gordon: Generalized2 Linear2 Models. NIPS 2002: 577-584 | |
| 9 | Carlos Guestrin, Geoffrey J. Gordon: Distributed Planning in Hierarchical Factored MDPs. UAI 2002: 197-206 | |
| 2000 | ||
| 8 | Geoffrey J. Gordon, Andrew Moore: Learning Filaments. ICML 2000: 335-342 | |
| 7 | Geoffrey J. Gordon: Reinforcement Learning with Function Approximation Converges to a Region. NIPS 2000: 1040-1046 | |
| 1999 | ||
| 6 | Geoffrey J. Gordon: Regret Bounds for Prediction Problems. COLT 1999: 29-40 | |
| 1996 | ||
| 5 | Geoffrey J. Gordon, Alberto Maria Segre: Nonparametric Statistical Methods for Experimental Evaluations of Speedup Learning. ICML 1996: 200-206 | |
| 4 | Alberto Maria Segre, Geoffrey J. Gordon, Charles Elkan: Exploratory Analysis of Speedup Learning Data Using Epectation Maximization. Artif. Intell. 85(1-2): 301-319 (1996) | |
| 1995 | ||
| 3 | Geoffrey J. Gordon: Stable Function Approximation in Dynamic Programming. ICML 1995: 261-268 | |
| 2 | Geoffrey J. Gordon: Stable Fitted Reinforcement Learning. NIPS 1995: 1052-1058 | |
| 1993 | ||
| 1 | Alberto Maria Segre, Geoffrey J. Gordon: Sholom M. Weiss and Casimir A. Kulikowski, Computer Systems That Learn. Artif. Intell. 62(2): 363-378 (1993) | |