% Bibtex file for papers of DAGS % see README for editing instructions @inproceedings{EliHeiKol06, author = "Gal Elidan and Geremy Heitz and Daphne Koller", title = "Learning Object Shape: From Drawnings to Images", booktitle = "Proceedings of Computer Vision and Pattern Recognition (CVPR)", year = 2006, WWWproject = "Vision" } @inproceedings{CheHeiEliAbbKol06, author = "Gal Chechik and Geremy Heitz and Gal Elidan and Pieter Abbeel and Daphne Koller", title = "Max Margin classification of incomplete data", booktitle = "20th Neural Information Processing Systems (NIPS)", year = 2006, WWWfilebase = "Chechik/Che_NIPS06", WWWproject = "Pathways" } @inproceedings{BatCheKol06, author = "Alexis Battle and Gal Chechik and Daphne Koller", title = "Temporal and Cross-Subject Probabilistic Models for fMRI Prediction Tasks", booktitle = "20th Neural Information Processing Systems (NIPS)", year = 2006, WWWfilebase = "Chechik/Bat_NIPS06", WWWproject = "fMRI" } @inproceedings{NodSheKol02, author = "Uri Nodelman and Christian R. Shelton and Daphne Koller", title = "Continuous Time Bayesian Networks", booktitle = "Proceedings of the Eighteenth Conference on Uncertainty in Artificial Intelligence", booktitleabbr = "{UAI}-2002", year = 2002, month = august, pages = "378--387", WWWfilebase = "NodSheKol02", WWWproject = "CTBN" } @inproceedings{She02, author = "Christian R. Shelton", title = "Reinforcement Learning with Partially Known World Dynamics", booktitle = "Proceedings of the Eighteenth Conference on Uncertainty in Artificial Intelligence", booktitleabbr = "{UAI}-2002", year = 2002, month = august, pages = "461--468", WWWfilebase = "She02", WWWproject = "MDP" } @inproceedings{PesShe02, author = "Leonid Peshkin and Christian R. Shelton", title = "Learning from Scarce Experience", booktitle = "Proceedings of the Nineteenth International Conference on Machine Learning", booktitleabbr = "{ICML}-2002", year = 2002, month = july, pages = "498--505", WWWfilebase = "PesShe02", WWWproject = "MDP" } @inproceedings{Bis02, author = "Rahul Biswas and Benson Limketkai and Scott Sanner and Sebastian Thrun", title = "Towards Object Mapping in Non-Stationary Environments With Mobile Robots", booktitle = "Proceedings of the {IEEE/RSJ} International Conference on Intelligent Robots and Systems", booktitleabbr = "{IROS}-2002", year = 2002, WWWfilebase = "Bis02", WWWproject = "Robotics" } @inproceedings{AngBis02, author = "Dragomir Anguelov and Rahul Biswas and Daphne Koller and Benson Limketkai and Sebastian Thrun", title = "Learning Hierarchical Object Maps Of Non-Stationary Environments With Mobile Robots", booktitle = "Proceedings of the Eighteenth Conference on Uncertainty in Artificial Intelligence", booktitleabbr = "{UAI}-2002", year = 2002, pages = "10--17", WWWfilebase = "AngBis02", WWWproject = "Robotics" } @inproceedings{Guestrin+al:2001b, author = {Carlos Guestrin and Daphne Koller and Ronald Parr}, title = {Max-norm Projections for Factored {MDP}s}, year = {2001}, booktitle = {The Seventeenth International Joint Conference on Artificial Intelligence (IJCAI-01)}, address = "Seattle, Washington", month = "August", pages = {673 -- 680}, WWWfilebase = "Guestrin/gkp-ijcai01", WWWproject = "MDP" } @inproceedings{Guestrin+al:2001c, author = {Carlos Guestrin and Daphne Koller and Ronald Parr}, title = {Multiagent Planning with Factored {MDP}s}, year = {2001}, booktitle = "14th Neural Information Processing Systems (NIPS-14)", address = "Vancouver, Canada", month = "December", pages = {1523--1530}, WWWfilebase = "Guestrin/gkp-nips01", WWWproject = "MDP" } @inproceedings{Guestrin+al:2001d, author = {Carlos Guestrin and Daphne Koller and Ronald Parr}, title = {Solving Factored {POMDP}s with Linear Value Functions}, year = {2001}, booktitle = "Seventeenth International Joint Conference on Artificial Intelligence (IJCAI-01) workshop on Planning under Uncertainty and Incomplete Information", address = "Seattle, Washington", month = "August", pages = {67 -- 75}, WWWfilebase = "Guestrin/gkp-ijcaiworkshop01", WWWproject = "MDP" } @inproceedings{Guestrin+al:2001e, author = {Carlos Guestrin and Dirk Ormoneit}, title = {Robust Combination of Local Controllers}, year = {2001}, booktitle = "The seventeenth Conference on Uncertainty in Artificial Intelligence (UAI-01)", address = "Seattle, Washington", month = {August}, pages = {178 -- 185}, WWWfilebase = "Guestrin/go-uai01", WWWproject = "MDP" } @inproceedings{Guestrin+al:2002b, author = {Carlos Guestrin and Michail Lagoudakis and Ronald Parr}, title = {Coordinated Reinforcement Learning}, year = {2002}, month = {July}, booktitle = {The Nineteenth International Conference on Machine Learning (ICML-2002)}, address = {Sydney, Australia}, pages = {227--234}, WWWfilebase = "Guestrin/glp-icml02", WWWproject = "MDP" } @inproceedings{Guestrin+al:2002c, author = {Carlos Guestrin and Relu Patrascu and Dale Schuurmans}, title = {Algorithm-Directed Exploration for Model-Based Reinforcement Learning in Factored {MDP}s}, year = {2002}, month = {July}, booktitle = {The Nineteenth International Conference on Machine Learning (ICML-2002)}, address = {Sydney, Australia}, pages = {235--242}, WWWfilebase = "Guestrin/gps-icml02", WWWproject = "MDP" } @inproceedings{Guestrin+al:2002d, author = {Carlos Guestrin and Shobha Venkataraman and Daphne Koller}, title = {Context Specific Multiagent Coordination and Planning with Factored {MDP}s}, year = {2002}, month = {July}, booktitle = {The Eighteenth National Conference on Artificial Intelligence (AAAI-2002)}, address = {Edmonton, Canada}, pages = {253--259}, WWWfilebase = "Guestrin/gvk-aaai02", WWWproject = "MDP" } @inproceedings{Guestrin+al:2002e, author = {Carlos Guestrin and Geoffrey Gordon}, title = {Distributed Planning in Hierarchical Factored {MDP}s}, year = {2002}, month = {August}, booktitle = {The Eighteenth Conference on Uncertainty in Artificial Intelligence (UAI-2002)}, address = {Edmonton, Canada}, pages = {197--206}, WWWfilebase = "Guestrin/gg-uai02", WWWproject = "MDP" } @ARTICLE{Guestrin+al:2002f, author = {Carlos Guestrin and Daphne Koller and Ronald Parr and Shobha Venkataraman}, title = {Efficient Solution Algorithms for Factored {MDP}s}, journal = {Accepted in Journal of Artificial Intelligence Research (JAIR)}, year = {2002}, volume = {}, number = {}, pages = {}, month = {}, WWWfilebase = "Guestrin/gkpv-jair02", WWWproject = "MDP" }