Alan Fern, Ph.D.
Affiliations: | 2004 | Purdue University, West Lafayette, IN, United States |
Area:
Computer ScienceGoogle:
"Alan Fern"Parents
Sign in to add mentor| Robert L. Givan | grad student | 2004 | Purdue | |
| (Learning models and formulas of a temporal event logic.) | ||||
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Publications
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| Siddiqui MA, Fern A, Dietterich TG, et al. (2019) Sequential Feature Explanations for Anomaly Detection Acm Transactions On Knowledge Discovery From Data. 13: 1-22 |
| Hostetler J, Fern A, Dietterich T. (2017) Sample-Based Tree Search with Fixed and Adaptive State Abstractions Journal of Artificial Intelligence Research. 60: 717-777 |
| Xue S, Fern A, Sheldon D. (2015) Scheduling conservation designs for maximum flexibility via network cascade optimization Journal of Artificial Intelligence Research. 52: 331-360 |
| Fern A, Natarajan S, Judah K, et al. (2014) A decision-theoretic model of assistance Journal of Artificial Intelligence Research. 50: 71-104 |
| Doppa JR, Fern A, Tadepalli P. (2014) HC-search: a learning framework for search-based structured prediction Journal of Artificial Intelligence Research. 50: 369-407 |
| Natarajan S, Tadepalli P, Fern A. (2012) A relational hierarchical model for decision-theoretic assistance Knowledge and Information Systems. 32: 329-349 |
| Stracuzzi DJ, Fern A, Ali K, et al. (2011) An Application of Transfer to American Football: From Observation of Raw Video to Control in a Simulated Environment Ai Magazine. 32: 107-125 |
| Fern A, Khardon R, Tadepalli P. (2011) The first learning track of the international planning competition Machine Learning. 84: 81-107 |
| Mehta N, Natarajan S, Tadepalli P, et al. (2008) Transfer in variable-reward hierarchical reinforcement learning Machine Learning. 73: 289-312 |
| Natarajan S, Tadepalli P, Dietterich TG, et al. (2008) Learning first-order probabilistic models with combining rules Annals of Mathematics and Artificial Intelligence. 54: 223-256 |