Assaf Hallak
Assaf Hallak
Unknown affiliation
Verified email at saips.co.il
Title
Cited by
Cited by
Year
Contextual markov decision processes
A Hallak, D Di Castro, S Mannor
arXiv preprint arXiv:1502.02259, 2015
542015
Consistent on-line off-policy evaluation
A Hallak, S Mannor
International Conference on Machine Learning, 1372-1383, 2017
462017
Generalized emphatic temporal difference learning: Bias-variance analysis
A Hallak, A Tamar, R Munos, S Mannor
Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016
352016
Off-policy model-based learning under unknown factored dynamics
A Hallak, F Schnitzler, T Mann, S Mannor
International Conference on Machine Learning, 711-719, 2015
262015
Model selection in markovian processes
A Hallak, D Di-Castro, S Mannor
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
182013
Lifetime value marketing using reinforcement learning
G Theocharous, A Hallak
RLDM 2013, 19, 2013
112013
Automatic representation for lifetime value recommender systems
A Hallak, Y Mansour, E Yom-Tov
arXiv preprint arXiv:1702.07125, 2017
32017
System identification framework
G Theocharous, AJ Hallak
US Patent 10,558,987, 2020
22020
Emphatic TD Bellman Operator is a Contraction
A Hallak, A Tamar, S Mannor
arXiv preprint arXiv:1508.03411, 2015
22015
Cumulative success-based recommendations for repeat users
E Yom-Tov, A Hallak, N Koenigstein
US Patent App. 15/605,525, 2018
12018
Testing a marketing strategy offline using an approximate simulator
A Hallak, G Theocharous
US Patent App. 14/080,038, 2015
12015
Off-policy evaluation for MDPs with unknown structure
A Hallak, F Schnitzler, T Mann, S Mannor
arXiv preprint arXiv:1502.03255, 2015
12015
How to sample if you must: on optimal functional sampling
A Hallak, S Mannor
arXiv preprint arXiv:1208.2417, 2012
2012
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