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Ioannis Panageas | Researchclopedia

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Ioannis Panageas

University of California, Irvine ORCID

111

Works

698

Citations

13

h-index

16

i10-index

Research Topics

Game Theory and Applications Advanced Bandit Algorithms Research Stochastic Gradient Optimization Techniques

Affiliations

California Institute of Technology2015–2015

Georgia Institute of Technology2013–2017

École Polytechnique2015–2015

Singapore University of Technology and Design2015–2020

University of California, Irvine2020–2026

Top Works

First-order methods almost always avoid strict saddle points

Jason D. Lee,Ioannis Panageas,et al.

2019144 citations

Reinforcement Learning in Robotics

Evolutionary Game Theory and Cooperation

First-order Methods Almost Always Avoid Saddle Points

Jason D. Lee,Ioannis Panageas,et al.

201776 citations

Multiplicative Weights Update with Constant Step-Size in Congestion Games: Convergence, Limit Cycles and Chaos

Gerasimos Palaiopanos,Ioannis Panageas,et al.

201760 citations

Gradient Descent Only Converges to Minimizers: Non-Isolated Critical Points and Invariant Regions

Ioannis Panageas,Georgios Piliouras

201752 citations

Gradient Descent Only Converges to Minimizers: Non-Isolated Critical Points and Invariant Regions

Ioannis Panageas,Georgios Piliouras

201643 citations

Average Case Performance of Replicator Dynamics in Potential Games via Computing Regions of Attraction

Ioannis Panageas,Georgios Piliouras

201632 citations

Global Convergence of Multi-Agent Policy Gradient in Markov Potential Games

Stefanos Leonardos,Will Overman,et al.

202124 citations

Regression from dependent observations

Constantinos Daskalakis,Nishanth Dikkala,et al.

201923 citations

Last-Iterate Convergence: Zero-Sum Games and Constrained Min-Max Optimization

Constantinos Daskalakis,Ioannis Panageas

201818 citations