| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Yuri Grinberg, Doina Precup |
On Average Reward Policy Evaluation in Infinite-State Partially Observable Systems.  |
Journal of Machine Learning Research - Proceedings Track  |
2012 |
DBLP BibTeX RDF |
|
| 1 | Norm Ferns, Prakash Panangaden, Doina Precup |
Bisimulation Metrics for Continuous Markov Decision Processes. |
SIAM J. Comput. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jordan Frank, Shie Mannor, Doina Precup |
Activity Recognition with Mobile Phones. |
ECML/PKDD |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Cosmin Paduraru, Doina Precup, Joelle Pineau |
A Framework for Computing Bounds for the Return of a Policy. |
EWRL |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Pablo Samuel Castro, Doina Precup |
Automatic Construction of Temporally Extended Actions for MDPs Using Bisimulation Metrics. |
EWRL |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jordan Frank, Shie Mannor, Doina Precup |
Activity Recognition with Time-Delay Emobeddings. |
AAAI Spring Symposium: Computational Physiology |
2011 |
DBLP BibTeX RDF |
|
| 1 | Gheorghe Comanici, Doina Precup |
Basis function discovery using spectral clustering and bisimulation metrics. |
AAMAS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Gheorghe Comanici, Doina Precup |
Basis Function Discovery Using Spectral Clustering and Bisimulation Metrics. |
ALA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Richard S. Sutton, Joseph Modayil, Michael Delp, Thomas Degris, Patrick M. Pilarski, Adam White, Doina Precup |
Horde: a scalable real-time architecture for learning knowledge from unsupervised sensorimotor interaction. |
AAMAS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Gheorghe Comanici, Doina Precup |
Basis Function Discovery Using Spectral Clustering and Bisimulation Metrics. |
AAAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Philip Bachman, Doina Precup |
Learning Compact Representations of Time-Varying Processes. |
AAAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | André da Motta Salles Barreto, Doina Precup, Joelle Pineau |
Reinforcement Learning using Kernel-Based Stochastic Factorization. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Fabian Kaelin, Doina Precup |
A Study of Approximate Inference in Probabilistic Relational Models. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
|
| 1 | Pablo Samuel Castro, Doina Precup |
Smarter Sampling in Model-Based Bayesian Reinforcement Learning. |
ECML/PKDD |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Prakash Panangaden, Caitlin Phillips, Doina Precup, Mehrnoosh Sadrzadeh |
An Algebraic Approach to Dynamic Epistemic Logic. |
Description Logics |
2010 |
DBLP BibTeX RDF |
|
| 1 | Philip A. Warrick, Emily F. Hamilton, Robert E. Kearney, Doina Precup |
A Machine Learning Approach to the Detection of Fetal Hypoxia during Labor and Delivery. |
IAAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Monica Dinculescu, Doina Precup |
Approximate Predictive Representations of Partially Observable Systems. |
ICML |
2010 |
DBLP BibTeX RDF |
|
| 1 | Gheorghe Comanici, Doina Precup |
Optimal policy switching algorithms for reinforcement learning. |
AAMAS |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Pablo Samuel Castro, Doina Precup |
Using bisimulation for policy transfer in MDPs. |
AAMAS |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Jordan Frank, Shie Mannor, Doina Precup |
A novel similarity measure for time series data with applications to gait and activity recognition. |
UbiComp (Adjunct Papers) |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Jordan Frank, Shie Mannor, Doina Precup |
Activity and Gait Recognition with Time-Delay Embeddings. |
AAAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Pablo Samuel Castro, Doina Precup |
Using Bisimulation for Policy Transfer in MDPs. |
AAAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Robert West, Doina Precup, Joelle Pineau |
Automatically suggesting topics for augmenting text documents. |
CIKM |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Sami Zhioua, Doina Precup, François Laviolette, Josée Desharnais |
Learning the Difference between Partially Observable Dynamical Systems. |
ECML/PKDD |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Robert West, Joelle Pineau, Doina Precup |
Wikispeedia: An Online Game for Inferring Semantic Distances between Concepts. |
IJCAI |
2009 |
DBLP BibTeX RDF |
|
| 1 | Pablo Samuel Castro, Prakash Panangaden, Doina Precup |
Equivalence Relations in Fully and Partially Observable Markov Decision Processes. |
IJCAI |
2009 |
DBLP BibTeX RDF |
|
| 1 | Richard S. Sutton, Hamid Reza Maei, Doina Precup, Shalabh Bhatnagar, David Silver, Csaba Szepesvári, Eric Wiewiora |
Fast gradient-descent methods for temporal-difference learning with linear function approximation. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Robert West, Doina Precup, Joelle Pineau |
Completing wikipedia's hyperlink structure through dimensionality reduction. |
CIKM |
2009 |
DBLP DOI BibTeX RDF |
data mining, principal component analysis, wikipedia, graph mining, link mining |
| 1 | Hamid Reza Maei, Csaba Szepesvári, Shalabh Bhatnagar, Doina Precup, David Silver, Richard S. Sutton |
Convergent Temporal-Difference Learning with Arbitrary Smooth Function Approximation. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Rupert Brooks, Tal Arbel, Doina Precup |
Anytime similarity measures for faster alignment. |
Computer Vision and Image Understanding |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Jordan Frank, Shie Mannor, Doina Precup |
Reinforcement learning in the presence of rare events. |
ICML |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Masoumeh T. Izadi, Doina Precup |
Point-Based Planning for Predictive State Representations. |
Canadian Conference on AI |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Jonathan Taylor, Doina Precup, Prakash Panangaden |
Bounding Performance Loss in Approximate MDP Homomorphisms. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Robin Jaulmes, Joelle Pineau, Doina Precup |
Apprentissage actif dans les processus décisionnels de Markov partiellement observables L'algorithme MEDUSA. |
Revue d'Intelligence Artificielle |
2007 |
DBLP BibTeX RDF |
|
| 1 | Marc G. Bellemare, Doina Precup |
Context-Driven Predictions. |
IJCAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Pablo Samuel Castro, Doina Precup |
Using Linear Programming for Bayesian Exploration in Markov Decision Processes. |
IJCAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Rupert Brooks, Tal Arbel, Doina Precup |
Fast Image Alignment Using Anytime Algorithms. |
IJCAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Robin Jaulmes, Joelle Pineau, Doina Precup |
A formal framework for robot learning and control under model uncertainty. |
ICRA |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Beibei Zou, Xuesong Ma, Bettina Kemme, Glen Newton, Doina Precup |
Data Mining Using Relational Database Management Systems. |
PAKDD |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Ricard Gavaldà, Philipp W. Keller, Joelle Pineau, Doina Precup |
PAC-Learning of Markov Models with Hidden State. |
ECML |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Philipp W. Keller, Shie Mannor, Doina Precup |
Automatic basis function construction for approximate dynamic programming and reinforcement learning. |
ICML |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Norm Ferns, Pablo Samuel Castro, Doina Precup, Prakash Panangaden |
Methods for Computing State Similarity in Markov Decision Processes. |
UAI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Masoumeh T. Izadi, Doina Precup, Danielle Azar |
Belief Selection in Point-Based Planning Algorithms for POMDPs. |
Canadian Conference on AI |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Christopher Hundt, Prakash Panangaden, Joelle Pineau, Doina Precup |
Representing Systems with Hidden State. |
AAAI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Ion Muslea, Virginia Dignum, Daniel D. Corkill, Catholijn M. Jonker, Frank Dignum, Silvia Coradeschi, Alessandro Saffiotti, Dan Fu, Jeff Orkin, William Cheetham, Kai Goebel, Piero P. Bonissone, Leen-Kiat Soh, Randolph M. Jones, Robert E. Wray III, Matthias Scheutz, Daniela Pucci de Farias, Shie Mannor, Georgios Theocharous, Doina Precup, Bamshad Mobasher, Sarabjot S. Anand, Bettina Berendt, Andreas Hotho, Hans W. Guesgen, Michael T. Rosenstein, Mohammad Ghavamzadeh |
The Workshop Program at the Nineteenth National Conference on Artificial Intelligence. |
AI Magazine |
2005 |
DBLP BibTeX RDF |
|
| 1 | Masoumeh T. Izadi, Ajit V. Rajwade, Doina Precup |
Using core beliefs for point-based value iteration. |
IJCAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Masoumeh T. Izadi, Doina Precup |
Model minimization by linear PSR. |
IJCAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Masoumeh T. Izadi, Doina Precup |
Using Rewards for Belief State Updates in Partially Observable Markov Decision Processes. |
ECML |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Robin Jaulmes, Joelle Pineau, Doina Precup |
Active Learning in Partially Observable Markov Decision Processes. |
ECML |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Norm Ferns, Prakash Panangaden, Doina Precup |
Metrics for Markov Decision Processes with Infinite State Spaces. |
UAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Alexandre Bouchard-Côté, Norm Ferns, Prakash Panangaden, Doina Precup |
An approximation algorithm for labelled Markov processes: towards realistic approximation. |
QEST |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Doina Precup, Richard S. Sutton, Cosmin Paduraru, Anna Koop, Satinder P. Singh |
Off-policy Learning with Options and Recognizers. |
NIPS |
2005 |
DBLP BibTeX RDF |
|
| 1 | Doina Precup, Paul E. Utgoff |
Classification Using Phi-Machines and Constructive Function Approximation. |
Machine Learning |
2004 |
DBLP DOI BibTeX RDF |
linear machine, non-linear discrimination, classification, support vector machine, decision tree, machine, constructive induction |
| 1 | Philipp W. Keller, Felix-Olivier Duguay, Doina Precup |
Redagent: winner of TAC SCM 2003. |
SIGecom Exchanges |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Bohdana Ratitch, Doina Precup |
Sparse Distributed Memories for On-Line Value-Based Reinforcement Learning. |
ECML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Norm Ferns, Prakash Panangaden, Doina Precup |
Metrics for Finite Markov Decision Processes. |
UAI |
2004 |
DBLP BibTeX RDF |
|
| 1 | Philipp W. Keller, Felix-Olivier Duguay, Doina Precup |
RedAgent-2003: An Autonomous Market-Based Supply-Chain Management Agent. |
AAMAS |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Norm Ferns, Prakash Panangaden, Doina Precup |
Metrics for Finite Markov Decision Processes. |
AAAI |
2004 |
DBLP BibTeX RDF |
|
| 1 | Masoumeh T. Izadi, Doina Precup |
A Planning Algorithm for Predictive State Representations. |
IJCAI |
2003 |
DBLP BibTeX RDF |
|
| 1 | Bohdana Ratitch, Doina Precup |
Using MDP Characteristics to Guide Exploration in Reinforcement Learning. |
ECML |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | François Rivest, Doina Precup |
Combining TD-learning with Cascade-correlation Networks. |
ICML |
2003 |
DBLP BibTeX RDF |
|
| 1 | Ioan Alfred Letia, Doina Precup |
Developing Collaborative Golog Agents by Reinforcement Learning. |
International Journal on Artificial Intelligence Tools |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Danielle Azar, Doina Precup, Salah Bouktif, Balázs Kégl, Houari A. Sahraoui |
Combining and Adapting Software Quality Predictive Models by Genetic Algorithms. |
ASE |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin Stolle, Doina Precup |
Learning Options in Reinforcement Learning. |
SARA |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Bohdana Ratitch, Doina Precup |
Characterizing Markov Decision Processes. |
ECML |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Theodore J. Perkins, Doina Precup |
A Convergent Form of Approximate Policy Iteration. |
NIPS |
2002 |
DBLP BibTeX RDF |
|
| 1 | Doina Precup, Richard S. Sutton, Sanjoy Dasgupta |
Off-Policy Temporal Difference Learning with Function Approximation. |
ICML |
2001 |
DBLP BibTeX RDF |
|
| 1 | Ioan Alfred Letia, Doina Precup |
Developing Collaborative Golog Agents by Reinforcement Learning. (PDF / PS) |
ICTAI |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Catherine C. McGeoch, Peter Sanders, Rudolf Fleischer, Paul R. Cohen, Doina Precup |
Using Finite Experiments to Study Asymptotic Performance. |
Experimental Algorithmics |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Doina Precup, Richard S. Sutton, Satinder P. Singh |
Eligibility Traces for Off-Policy Policy Evaluation. |
ICML |
2000 |
DBLP BibTeX RDF |
|
| 1 | Richard S. Sutton, Doina Precup, Satinder P. Singh |
Between MDPs and Semi-MDPs: A Framework for Temporal Abstraction in Reinforcement Learning. |
Artif. Intell. |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Doina Precup, Richard S. Sutton, Satinder P. Singh |
Theoretical Results on Reinforcement Learning with Temporally Abstract Options. |
ECML |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Richard S. Sutton, Doina Precup, Satinder P. Singh |
Intra-Option Learning about Temporally Abstract Actions. |
ICML |
1998 |
DBLP BibTeX RDF |
|
| 1 | Doina Precup, Paul E. Utgoff |
Classification Using Phi-Machines and Constructive Function Approximation. |
ICML |
1998 |
DBLP BibTeX RDF |
|
| 1 | Richard S. Sutton, Satinder P. Singh, Doina Precup, Balaraman Ravindran |
Improved Switching among Temporally Abstract Actions. |
NIPS |
1998 |
DBLP BibTeX RDF |
|
| 1 | Doina Precup, Richard S. Sutton |
Exponentiated Gradient Methods for Reinforcement Learning. |
ICML |
1997 |
DBLP BibTeX RDF |
|
| 1 | Catherine C. McGeoch, Doina Precup, Paul R. Cohen |
How to Find Big-Oh in Your Data Set (and How Not to). |
IDA |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Doina Precup, Richard S. Sutton |
Multi-time Models for Temporally Abstract Planning. |
NIPS |
1997 |
DBLP BibTeX RDF |
|
| 1 | J. Eliot B. Moss, Paul E. Utgoff, John Cavazos, Doina Precup, Darko Stefanovic, Carla E. Brodley, David Scheeff |
Learning to Schedule Straight-Line Code. |
NIPS |
1997 |
DBLP BibTeX RDF |
|
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