Alan Fern

2008
35		Sung Wook Yoon, Alan Fern, Robert Givan, Subbarao Kambhampati: Probabilistic Planning via Determinization in Hindsight. AAAI 2008: 1010-1016
34		Scott Dejmal, Alan Fern, Thinh Nguyen: Reinforcement Learning for Vulnerability Assessment in Peer-to-Peer Networks. AAAI 2008: 1655-1662
33	EE	Neville Mehta, Sriraam Natarajan, Prasad Tadepalli, Alan Fern: Transfer in variable-reward hierarchical reinforcement learning. Machine Learning 73(3): 289-312 (2008)
2007
32	EE	Robin Hess, Alan Fern: Improved Video Registration using Non-Distinctive Local Image Features. CVPR 2007
31		Sung Wook Yoon, Alan Fern, Robert Givan: FF-Replan: A Baseline for Probabilistic Planning. ICAPS 2007: 352-
30		Hei Chan, Alan Fern, Soumya Ray, Nick Wilson, Chris Ventura: Online Planning for Resource Production in Real-Time Strategy Games. ICAPS 2007: 65-72
29	EE	Robin Hess, Alan Fern, Eric N. Mortensen: Mixture-of-Parts Pictorial Structures for Objects with Variable Part Sets. ICCV 2007: 1-8
28	EE	Monchai Lertsutthiwong, Thinh Nguyen, Alan Fern: Wireless Video Streaming with Collaborative Admission Control for Home Networks. ICME 2007: 943-946
27	EE	Aaron Wilson, Alan Fern, Soumya Ray, Prasad Tadepalli: Multi-task reinforcement learning: a hierarchical Bayesian approach. ICML 2007: 1015-1022
26	EE	Yuehua Xu, Alan Fern: On learning linear ranking functions for beam search. ICML 2007: 1047-1054
25	EE	Charles Parker, Alan Fern, Prasad Tadepalli: Learning for efficient retrieval of structured data with noisy queries. ICML 2007: 729-736
24	EE	Alan Fern, Sriraam Natarajan, Kshitij Judah, Prasad Tadepalli: A Decision-Theoretic Model of Assistance. IJCAI 2007: 1879-1884
23	EE	Yuehua Xu, Alan Fern, Sung Wook Yoon: Discriminative Learning of Beam-Search Heuristics for Planning. IJCAI 2007: 2041-2046
22	EE	Sung Wook Yoon, Alan Fern, Robert Givan: Using Learned Policies in Heuristic-Search Planning. IJCAI 2007: 2047-2053
21	EE	Guohua Hao, Alan Fern: Revisiting Output Coding for Sequential Supervised Learning. IJCAI 2007: 2486-2491
20	EE	Sriraam Natarajan, Prasad Tadepalli, Alan Fern: A Relational Hierarchical Model for Decision-Theoretic Assistance. ILP 2007: 175-190
19		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: 90-97
18	EE	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
2006
17		Charles Parker, Alan Fern, Prasad Tadepalli: Gradient Boosting for Sequence Alignment. AAAI 2006
16		Sung Wook Yoon, Alan Fern, Robert Givan: Learning Heuristic Functions from Relaxed Plans. ICAPS 2006: 162-171
15	EE	Alan Fern, Robert Givan: Sequential inference with reliable observations: Learning to construct force-dynamic models. Artif. Intell. 170(14-15): 1081-1100 (2006)
14	EE	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) 25: 75-118 (2006)
13	EE	Alan Fern, Robert Givan, Babak Falsafi, T. N. Vijaykumar: Dynamic feature selection for hardware prediction. Journal of Systems Architecture 52(4): 213-234 (2006)
2005
12		Sung Wook Yoon, Alan Fern, Robert Givan: Learning Measures of Progress for Planning Domains. AAAI 2005: 1217-1222
11	EE	Sriraam Natarajan, Prasad Tadepalli, Eric Altendorf, Thomas G. Dietterich, Alan Fern, Angelo C. Restificar: Learning first-order probabilistic models with combining rules. ICML 2005: 609-616
10	EE	Alan Fern: A Simple-Transition Model for Relational Sequences. IJCAI 2005: 696-701
2004
9		Alan Fern, Sung Wook Yoon, Robert Givan: Learning Domain-Specific Control Knowledge from Random Walks. ICAPS 2004: 191-199
8	EE	Alan Fern, Robert Givan: Relational sequential inference with reliable observations. ICML 2004
2003
7	EE	Alan Fern, Sung Wook Yoon, Robert Givan: Approximate Policy Iteration with a Policy Language Bias. NIPS 2003
6	EE	Alan Fern, Robert Givan: Online Ensemble Learning: An Empirical Study. Machine Learning 53(1-2): 71-109 (2003)
2002
5		Alan Fern, Robert Givan, Jeffrey Mark Siskind: Specific-to-General Learning for Temporal Events. AAAI/IAAI 2002: 152-158
4		Alan Fern, Jeffrey Mark Siskind, Robert Givan: Learning Temporal, Relational, Force-Dynamic Event Definitions from Video. AAAI/IAAI 2002: 159-166
3		Sung Wook Yoon, Alan Fern, Robert Givan: Inductive Policy Selection for First-Order MDPs. UAI 2002: 568-576
2	EE	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) 17: 379-449 (2002)
2000
1		Alan Fern, Robert Givan: Online Ensemble Learning: An Empirical Study. ICML 2000: 279-286

Coauthor Index

1	Eric Altendorf	[11]
2	Hei Chan	[30]
3	Scott Dejmal	[34]
4	Thomas G. Dietterich	[11]
5	Babak Falsafi	[13]
6	Robert Givan	[1] [2] [3] [4] [5] [6] [7] [8] [9] [12] [13] [14] [15] [16] [22] [31] [35]
7	Guohua Hao	[21]
8	Robin Hess	[29] [32]
9	Kshitij Judah	[19] [24]
10	Subbarao Kambhampati	[35]
11	Monchai Lertsutthiwong	[28]
12	Neville Mehta	[33]
13	Eric N. Mortensen	[29]
14	Sriraam Natarajan	[11] [18] [19] [20] [24] [33]
15	Thinh Nguyen	[28] [34]
16	Charles Parker	[17] [25]
17	Soumya Ray	[27] [30]
18	Angelo C. Restificar	[11]
19	Jeffrey Mark Siskind	[2] [4] [5]
20	Prasad Tadepalli	[11] [17] [18] [19] [20] [24] [25] [27] [33]
21	Chris Ventura	[30]
22	T. N. Vijaykumar	[13]
23	Aaron Wilson	[27]
24	Nick Wilson	[30]
25	Yuehua Xu	[23] [26]
26	Sung Wook Yoon	[3] [7] [9] [12] [14] [16] [22] [23] [31] [35]

Colors in the list of coauthors