Concepedia

Ishai Menache

IM

51

Publications

4.1K

Citations

30

H-Index

2004

Active since

Affiliations

Microsoft (United States)(Current)

Technion – Israel Institute of Technology

Massachusetts Institute of Technology

Microsoft Research (United Kingdom)

Microsoft Research New England (United States)

Ishai Menache is an author at Microsoft (United States) specializing in engineering, cloud computing, and computer science.

Top concepts

EngineeringCloud ComputingComputer ScienceEdge ComputingCluster ComputingParallel ComputingOperations ResearchComputer EngineeringSystems EngineeringComputer Architecture

Publications per year

2004–2023

51

Publications

51

Resource Management with Deep Reinforcement Learning

Hongzi Mao, Mohammad Alizadeh, Ishai Menache et al. · 2016 · 1.1K citations

Artificial Intelligence, Reward Hacking, Engineering +15

Basis Function Adaptation in Temporal Difference Reinforcement Learning

Ishai Menache, Shie Mannor, Nahum Shimkin · Annals of Operations Research · 2005 · 190 citations

Artificial Intelligence, Engineering, Machine Learning +4

Dynamic abstraction in reinforcement learning via clustering

Shie Mannor, Ishai Menache, Amit Hoze et al. · 2004 · 190 citations

Artificial Intelligence, Learning Agent, Dynamic Abstraction +12

Surviving failures in bandwidth-constrained datacenters

Peter Bodík, Ishai Menache, Mosharaf Chowdhury et al. · 2012 · 186 citations · Full text

Cluster Computing, Availability, Engineering +16

Flows and Decompositions of Games: Harmonic and Potential Games

Ozan Candogan, Ishai Menache, Asuman Ozdaglar et al. · Mathematics of Operations Research · 2011 · 179 citations · Full text

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