Concepedia

Assaf Hallak

AH

Statistics

Publications

6

Citations

176

H-Index

6

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 engineering, computer science, and predictive analytics.

Top concepts

EngineeringComputer ScienceManagementData ScienceRobot LearningDecision TheoryPredictive AnalyticsArtificial IntelligenceStatisticsProbability

Publications per year

2013–2017

6

Publications

6

Contextual Markov Decision Processes

Assaf Hallak, Dotan Di Castro, Shie Mannor · arXiv (Cornell University) · 2015 · 72 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Consistent On-Line Off-Policy Evaluation

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

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

Engineering, Stochastic Optimization, Sequential Learning +12

Generalized Emphatic Temporal Difference Learning: Bias-Variance Analysis

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

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

Artificial Intelligence, Engineering, Machine Learning +17

1–5 of 6