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Alan Fern
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FF-Replan: A Baseline for Probabilistic Planning.
SW Yoon, A Fern, R Givan
ICAPS 7, 352-359, 2007
4522007
Visualizing and understanding atari agents
S Greydanus, A Koul, J Dodge, A Fern
International conference on machine learning, 1792-1801, 2018
4172018
Multi-task reinforcement learning: a hierarchical bayesian approach
A Wilson, A Fern, S Ray, P Tadepalli
Proceedings of the 24th international conference on Machine learning, 1015-1022, 2007
4052007
Approximate policy iteration with a policy language bias
A Fern, S Yoon, R Givan
Advances in neural information processing systems 16, 2003
2732003
Explainable reinforcement learning via reward decomposition
Z Juozapaitis, A Koul, A Fern, M Erwig, F Doshi-Velez
IJCAI/ECAI Workshop on explainable artificial intelligence, 2019
2432019
UCT for tactical assault battles in real-time strategy games
RK Balla
2232009
A bayesian approach for policy learning from trajectory preference queries
A Wilson, A Fern, P Tadepalli
Advances in neural information processing systems 25, 2012
2122012
Probabilistic planning via determinization in hindsight.
SW Yoon, A Fern, R Givan, S Kambhampati
AAAI, 1010-1016, 2008
2042008
Blind bipedal stair traversal via sim-to-real reinforcement learning
J Siekmann, K Green, J Warila, A Fern, J Hurst
arXiv preprint arXiv:2105.08328, 2021
2022021
Incorporating expert feedback into active anomaly discovery
S Das, WK Wong, T Dietterich, A Fern, A Emmott
2016 IEEE 16th International Conference on Data Mining (ICDM), 853-858, 2016
1922016
Discriminatively trained particle filters for complex multi-object tracking
R Hess, A Fern
2009 IEEE conference on computer vision and pattern recognition, 240-247, 2009
1922009
Systematic construction of anomaly detection benchmarks from real data
AF Emmott, S Das, T Dietterich, A Fern, WK Wong
Proceedings of the ACM SIGKDD workshop on outlier detection and description …, 2013
1852013
Detecting insider threats in a real corporate database of computer usage activity
TE Senator, HG Goldberg, A Memory, WT Young, B Rees, R Pierce, ...
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
1812013
Introduction to statistical relational learning
D Koller, N Friedman, S Džeroski, C Sutton, A McCallum, A Pfeffer, ...
MIT press, 2007
1802007
Online ensemble learning: An empirical study
A Fern, R Givan
Machine Learning 53, 71-109, 2003
1802003
Fast Online Trajectory Optimization for the Bipedal Robot Cassie.
T Apgar, P Clary, K Green, A Fern, JW Hurst
Robotics: Science and Systems 101, 14, 2018
1772018
Sim-to-real learning of all common bipedal gaits via periodic reward composition
J Siekmann, Y Godse, A Fern, J Hurst
2021 IEEE International Conference on Robotics and Automation (ICRA), 7309-7315, 2021
1692021
Batch Bayesian optimization via simulation matching
J Azimi, A Fern, X Fern
Advances in neural information processing systems 23, 2010
1622010
Probabilistic event logic for interval-based event recognition
W Brendel, A Fern, S Todorovic
CVPR 2011, 3329-3336, 2011
1572011
Learning Control Knowledge for Forward Search Planning.
S Yoon, A Fern, R Givan
Journal of Machine Learning Research 9 (4), 2008
1432008
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Articles 1–20