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Mor Sinay

3 accepted papers

2020

Explicit Gradient Learning for Black-Box Optimization

ICML 2020poster

Black-Box Optimization (BBO) methods can find optimal policies for systems that interact with complex environments with no analytical representation. As such, they are of interest in many Artificial Intelligence (AI) domains. Yet classical BBO methods fall short in high-dimensional non-convex proble…

Cited by 18SourcePDFScholar
2018

UAV/UGV Search and Capture of Goal-Oriented Uncertain Targets

IROS 2018poster

This paper considers a new, complex problem of UAV/UGV collaborative efforts to search and capture attackers under uncertainty. The goal of the defenders (UAV/UGV team) is to stop all attackers as quickly as possible, before they arrive at their selected goal. The uncertainty considered is twofold:…

Cited by 9SourceScholar
2018

UAV/UGV Search and Capture of Goal-Oriented Uncertain Targets*This research was supported in part by ISF grant #1337/15 and part by a grant from MOST, Israel and the JST Japan

IROS 2018

This paper considers a new, complex problem of UAV/UGV collaborative efforts to search and capture attackers under uncertainty. The goal of the defenders (UAV/UGV team) is to stop all attackers as quickly as possible, before they arrive at their selected goal. The uncertainty considered is twofold:

Cited by 6SourceScholar