Assaf Hallak

Statistics

Publications

Citations

177

H-Index

Active since

2013

Affiliations

Technion – Israel Institute of Technology(Current)

University of California, Berkeley

Assaf Hallak is an author at Technion – Israel Institute of Technology specializing in reinforcement learning, machine learning, and markov decision models.

Publications per year

2013–2017

Publications

Contextual Markov Decision Processes

Assaf Hallak, Dotan Di Castro, Shie Mannor · arXiv (Cornell University) · 2015 · 73 citations · Full text

Engineering, Decision Sciences, Machine Learning +14

Consistent On-Line Off-Policy Evaluation

Assaf Hallak, Shie Mannor · arXiv (Cornell University) · 2017 · 39 citations · Full text

Computing, Computer Science, Decision Sciences +14

Generalized Emphatic Temporal Difference Learning: Bias-Variance Analysis

Assaf Hallak, Aviv Tamar, Rémi Munos et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 18 citations · Full text

Computing, Computer Science, Algorithms +16

Generalized Emphatic Temporal Difference Learning: Bias-Variance Analysis

Assaf Hallak, Aviv Tamar, Rémi Munos et al. · arXiv (Cornell University) · 2015 · 18 citations · Full text

Computing, Computer Science, Algorithms +16

Off-policy Model-based Learning under Unknown Factored Dynamics

Assaf Hallak, François Schnitzler, Timothy Mann et al. · International Conference on Machine Learning · 2015 · 17 citations

Business, Computer Science, Decision Sciences +17

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