10 citations · 31 across the 13 of their papers we have counts for
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cs.LG2022★ 1 cited
Non-convex online learning via algorithmic equivalence
Udaya Ghai, Zhou Lu, Elad Hazan
We study an algorithmic equivalence technique between non-convex gradient descent and convex mirror descent. We start by looking at a harder problem of regret minimization in onlin…
math.OC2022★ 1 cited
A Regret Minimization Approach to Multi-Agent Control
Udaya Ghai, Udari Madhushani, Naomi Leonard +1
We study the problem of multi-agent control of a dynamical system with known dynamics and adversarial disturbances. Our study focuses on optimal control without centralized precomp…