| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Omar Alsaleh, Pavithra Venkatraman, Bechir Hamdaoui, Alan Fern |
Enabling opportunistic and dynamic spectrum access through learning techniques.  |
Wireless Communications and Mobile Computing  |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jervis Pinto, Alan Fern, Tim Bauer, Martin Erwig |
Improving Policy Gradient Estimates with Influence Information. |
Journal of Machine Learning Research - Proceedings Track |
2011 |
DBLP BibTeX RDF |
|
| 1 | Alan Fern, Roni Khardon, Prasad Tadepalli |
The first learning track of the international planning competition. |
Machine Learning |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Tim Bauer, Martin Erwig, Alan Fern, Jervis Pinto |
Adaptation-Based Programming in Haskell |
DSL |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Alan Fern, Robert Givan, Jeffrey Mark Siskind |
Specific-to-General Learning for Temporal Events with Application to Learning Event Definitions from Video |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Alan Fern, Robert Givan, Sung Wook Yoon |
Approximate Policy Iteration with a Policy Language Bias: Solving Relational Markov Decision Processes |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | David J. Stracuzzi, Alan Fern, Kamal Ali, Robin Hess, Jervis Pinto, Nan Li, Tolga Könik, Daniel G. Shapiro |
An Application of Transfer to American Football: From Observation of Raw Video to Control in a Simulated Environment. |
AI Magazine |
2011 |
DBLP BibTeX RDF |
|
| 1 | Joseph Selman, Alan Fern |
Learning First-Order Definite Theories via Object-Based Queries. |
ECML/PKDD |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Pingan Zhu, Jervis Pinto, Alan Fern, Thinh Nguyen |
Adaptation-based programming for network protocol design: An 802.11x case study (abstract). |
IPCCC |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Alan Fern, Paul Lewis |
Ensemble Monte-Carlo Planning: An Empirical Study. |
ICAPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Ethan W. Dereszynski, Jesse Hostetler, Alan Fern, Thomas G. Dietterich, Thao-Trang Hoang, Mark Udarbe |
Learning Probabilistic Behavior Models in Real-Time Strategy Games. |
AIIDE |
2011 |
DBLP BibTeX RDF |
|
| 1 | Tim Bauer, Martin Erwig, Alan Fern, Jervis Pinto |
Adaptation-based programming in java. |
PEPM |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | William Brendel, Alan Fern, Sinisa Todorovic |
Probabilistic event logic for interval-based event recognition. |
CVPR |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Joseph Selman, Mohamed R. Amer, Alan Fern, Sinisa Todorovic |
PEL-CNF: Probabilistic event logic conjunctive normal form for video interpretation. |
ICCV Workshops |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Javad Azimi, Alan Fern, Xiaoli Fern |
Budgeted Optimization with Concurrent Stochastic-Duration Experiments. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Neville Mehta, Prasad Tadepalli, Alan Fern |
Autonomous Learning of Action Models for Planning. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Alan Fern |
Speedup Learning. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Aaron Wilson, Alan Fern, Prasad Tadepalli |
Incorporating Domain Models into Bayesian Optimization for RL. |
ECML/PKDD |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Omar Alsaleh, Bechir Hamdaoui, Alan Fern |
Q-learning for opportunistic spectrum access. |
IWCMC |
2010 |
DBLP DOI BibTeX RDF |
opportunistic/dynamic spectrum access, Q-learning, cognitive radio networks |
| 1 | Yuehua Xu, Alan Fern, Sung Wook Yoon |
Iterative Learning of Weighted Rule Sets for Greedy Search. |
ICAPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Jervis Pinto, Alan Fern, Tim Bauer, Martin Erwig |
Robust Learning for Adaptive Programs by Leveraging Program Structure. |
ICMLA |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Aaron Wilson, Alan Fern, Prasad Tadepalli |
Bayesian role discovery for multi-agent reinforcement learning. |
AAMAS |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Kshitij Judah, Saikat Roy, Alan Fern, Thomas G. Dietterich |
Reinforcement Learning Via Practice and Critique Advice. |
AAAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Aaron Wilson, Alan Fern, Prasad Tadepalli |
Bayesian Policy Search for Multi-Agent Role Discovery. |
AAAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Javad Azimi, Xiaoli Fern, Alan Fern, Elizabeth Burrows, Frank Chaplen, Yanzhen Fan, Hong Liu, Jun Jaio, Rebecca Schaller |
Myopic Policies for Budgeted Optimization with Constrained Experiments. |
AAAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Alan Fern, Prasad Tadepalli |
A Computational Decision Theory for Interactive Assistants. |
Interactive Decision Theory and Game Theory |
2010 |
DBLP BibTeX RDF |
|
| 1 | Javad Azimi, Alan Fern, Xiaoli Fern |
Batch Bayesian Optimization via Simulation Matching. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Alan Fern, Prasad Tadepalli |
A Computational Decision Theory for Interactive Assistants. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Yuehua Xu, Alan Fern, Sung Wook Yoon |
Learning Linear Ranking Functions for Beam Search with Application to Planning. |
Journal of Machine Learning Research |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Alan Fern |
A Penalty-Logic Simple-Transition Model for Structured Sequences. |
Computational Intelligence |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Radha-Krishna Balla, Alan Fern |
UCT for Tactical Assault Planning in Real-Time Strategy Games. |
IJCAI |
2009 |
DBLP BibTeX RDF |
|
| 1 | Ronald Bjarnason, Alan Fern, Prasad Tadepalli |
Lower Bounding Klondike Solitaire with Monte-Carlo Planning. |
ICAPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Ronald Bjarnason, Prasad Tadepalli, Alan Fern, Carl Niedner |
Simulation-based Optimization of Resource Placement and Emergency Response. |
IAAI |
2009 |
DBLP BibTeX RDF |
|
| 1 | Robin Hess, Alan Fern |
Discriminatively trained particle filters for complex multi-object tracking. |
CVPR |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Sung Wook Yoon, Alan Fern, Robert Givan |
Learning Control Knowledge for Forward Search Planning. |
Journal of Machine Learning Research |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Neville Mehta, Sriraam Natarajan, Prasad Tadepalli, Alan Fern |
Transfer in variable-reward hierarchical reinforcement learning. |
Machine Learning |
2008 |
DBLP DOI BibTeX RDF |
Average-reward learning, Multi-criteria learning, Transfer learning, Hierarchical reinforcement learning |
| 1 | Sriraam Natarajan, Prasad Tadepalli, Thomas G. Dietterich, Alan Fern |
Learning first-order probabilistic models with combining rules. |
Ann. Math. Artif. Intell. |
2008 |
DBLP DOI BibTeX RDF |
Mathematics Subject Classification (2000) 03B48 |
| 1 | Sung Wook Yoon, Alan Fern, Robert Givan, Subbarao Kambhampati |
Probabilistic Planning via Determinization in Hindsight. |
AAAI |
2008 |
DBLP BibTeX RDF |
|
| 1 | Ronald Bjarnason, Prasad Tadepalli, Alan Fern |
Searching Solitaire in Real Time. |
ICGA Journal |
2007 |
DBLP BibTeX RDF |
|
| 1 | Sung Wook Yoon, Alan Fern, Robert Givan |
Using Learned Policies in Heuristic-Search Planning. |
IJCAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Guohua Hao, Alan Fern |
Revisiting Output Coding for Sequential Supervised Learning. |
IJCAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Yuehua Xu, Alan Fern, Sung Wook Yoon |
Discriminative Learning of Beam-Search Heuristics for Planning. |
IJCAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Alan Fern, Sriraam Natarajan, Kshitij Judah, Prasad Tadepalli |
A Decision-Theoretic Model of Assistance. |
IJCAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Sung Wook Yoon, Alan Fern, Robert Givan |
FF-Replan: A Baseline for Probabilistic Planning. |
ICAPS |
2007 |
DBLP BibTeX RDF |
|
| 1 | Hei Chan, Alan Fern, Soumya Ray, Nick Wilson, Chris Ventura |
Online Planning for Resource Production in Real-Time Strategy Games. |
ICAPS |
2007 |
DBLP BibTeX RDF |
|
| 1 | Sriraam Natarajan, Kshitij Judah, Prasad Tadepalli, Alan Fern |
A Decision-Theoretic Model of Assistance - Evaluation, Extensions and Open Problems. |
Interaction Challenges for Intelligent Assistants |
2007 |
DBLP BibTeX RDF |
|
| 1 | Sriraam Natarajan, Prasad Tadepalli, Alan Fern |
Exploiting prior knowledge in Intelligent Assistants - Combining relational models with hierarchies. |
Probabilistic, Logical and Relational Learning - A Further Synthesis |
2007 |
DBLP BibTeX RDF |
|
| 1 | Robin Hess, Alan Fern, Eric N. Mortensen |
Mixture-of-Parts Pictorial Structures for Objects with Variable Part Sets. |
ICCV |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Sriraam Natarajan, Kshitij Judah, Prasad Tadepalli, Alan Fern |
A Decision-Theoretic Model of Assistance - Evaluation, Extensions and Open Problems. |
AAAI Spring Symposium: Interaction Challenges for Intelligent Assistants |
2007 |
DBLP BibTeX RDF |
|
| 1 | Charles Parker, Alan Fern, Prasad Tadepalli |
Learning for efficient retrieval of structured data with noisy queries. |
ICML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Aaron Wilson, Alan Fern, Soumya Ray, Prasad Tadepalli |
Multi-task reinforcement learning: a hierarchical Bayesian approach. |
ICML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuehua Xu, Alan Fern |
On learning linear ranking functions for beam search. |
ICML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Robin Hess, Alan Fern |
Improved Video Registration using Non-Distinctive Local Image Features. |
CVPR |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Sriraam Natarajan, Prasad Tadepalli, Alan Fern |
A Relational Hierarchical Model for Decision-Theoretic Assistance. |
ILP |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Alan Fern, Robert Givan, Babak Falsafi, T. N. Vijaykumar |
Dynamic feature selection for hardware prediction. |
Journal of Systems Architecture |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Alan Fern, Sung Wook Yoon, Robert Givan |
Approximate Policy Iteration with a Policy Language Bias: Solving Relational Markov Decision Processes. |
J. Artif. Intell. Res. (JAIR) |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Alan Fern, Robert Givan |
Sequential inference with reliable observations: Learning to construct force-dynamic models. |
Artif. Intell. |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Sung Wook Yoon, Alan Fern, Robert Givan |
Learning Heuristic Functions from Relaxed Plans. |
ICAPS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Charles Parker, Alan Fern, Prasad Tadepalli |
Gradient Boosting for Sequence Alignment. |
AAAI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Alan Fern |
A Simple-Transition Model for Relational Sequences. |
IJCAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Sriraam Natarajan, Prasad Tadepalli, Eric Altendorf, Thomas G. Dietterich, Alan Fern, Angelo C. Restificar |
Learning first-order probabilistic models with combining rules. |
ICML |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Sung Wook Yoon, Alan Fern, Robert Givan |
Learning Measures of Progress for Planning Domains. |
AAAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Alan Fern, Sung Wook Yoon, Robert Givan |
Learning Domain-Specific Control Knowledge from Random Walks. |
ICAPS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Alan Fern, Robert Givan |
Relational sequential inference with reliable observations. |
ICML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Alan Fern, Robert Givan |
Online Ensemble Learning: An Empirical Study. |
Machine Learning |
2003 |
DBLP DOI BibTeX RDF |
decision trees, boosting, online learning, branch prediction, ensemble learning, bagging |
| 1 | Alan Fern, Sung Wook Yoon, Robert Givan |
Approximate Policy Iteration with a Policy Language Bias. |
NIPS |
2003 |
DBLP BibTeX RDF |
|
| 1 | Alan Fern, Robert Givan, Jeffrey Mark Siskind |
Specific-to-General Learning for Temporal Events with Application to Learning Event Definitions from Video. |
J. Artif. Intell. Res. (JAIR) |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Sung Wook Yoon, Alan Fern, Robert Givan |
Inductive Policy Selection for First-Order MDPs. |
UAI |
2002 |
DBLP BibTeX RDF |
|
| 1 | Alan Fern, Robert Givan, Jeffrey Mark Siskind |
Specific-to-General Learning for Temporal Events. |
AAAI/IAAI |
2002 |
DBLP BibTeX RDF |
|
| 1 | Alan Fern, Jeffrey Mark Siskind, Robert Givan |
Learning Temporal, Relational, Force-Dynamic Event Definitions from Video. |
AAAI/IAAI |
2002 |
DBLP BibTeX RDF |
|
| 1 | Alan Fern, Robert Givan |
Online Ensemble Learning: An Empirical Study. |
ICML |
2000 |
DBLP BibTeX RDF |
|
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