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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
4352007
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
3922007
Visualizing and understanding atari agents
S Greydanus, A Koul, J Dodge, A Fern
International conference on machine learning, 1792-1801, 2018
3672018
UCT for tactical assault battles in real-time strategy games
RK Balla
2202009
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
1992019
Probabilistic planning via determinization in hindsight.
SW Yoon, A Fern, R Givan, S Kambhampati
AAAI, 1010-1016, 2008
1992008
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
1902009
A bayesian approach for policy learning from trajectory preference queries
A Wilson, A Fern, P Tadepalli
Advances in neural information processing systems 25, 2012
1812012
Online ensemble learning: An empirical study
A Fern, R Givan
Machine Learning 53, 71-109, 2003
1792003
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
1752016
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
1752013
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
1752013
Approximate policy iteration with a policy language bias: Solving relational Markov decision processes
A Fern, S Yoon, R Givan
Journal of Artificial Intelligence Research 25, 75-118, 2006
1702006
Introduction to statistical relational learning
D Koller, N Friedman, S D¾eroski, C Sutton, A McCallum, A Pfeffer, ...
MIT press, 2007
1622007
Probabilistic event logic for interval-based event recognition
W Brendel, A Fern, S Todorovic
CVPR 2011, 3329-3336, 2011
1562011
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
1522018
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
1512021
Batch Bayesian optimization via simulation matching
J Azimi, A Fern, X Fern
Advances in neural information processing systems 23, 2010
1412010
Learning Control Knowledge for Forward Search Planning.
S Yoon, A Fern, R Givan
Journal of Machine Learning Research 9 (4), 2008
1382008
A decision-theoretic model of assistance
A Fern, S Natarajan, K Judah, P Tadepalli
Journal of Artificial Intelligence Research 50, 71-104, 2014
1292014
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