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- Publications
- Influence
Global Convergence of Policy Gradient Methods to (Almost) Locally Optimal Policies
- K. Zhang, Alec Koppel, Hao Zhu, T. Başar
- Computer Science, Mathematics
- SIAM J. Control. Optim.
- 19 June 2019
TLDR
A Saddle Point Algorithm for Networked Online Convex Optimization
- Alec Koppel, Felicia Y. Jakubiec, Alejandro Ribeiro
- Mathematics, Computer Science
- IEEE Transactions on Signal Processing
- 4 May 2014
TLDR
On the Sample Complexity of Actor-Critic Method for Reinforcement Learning with Function Approximation
- Harshat Kumar, Alec Koppel, A. Ribeiro
- Computer Science, Mathematics
- ArXiv
- 18 October 2019
TLDR
Proximity Without Consensus in Online Multiagent Optimization
- Alec Koppel, Brian M. Sadler, Alejandro Ribeiro
- Mathematics, Computer Science
- IEEE Transactions on Signal Processing
- 17 June 2016
TLDR
D4L: Decentralized Dynamic Discriminative Dictionary Learning
- Alec Koppel, Garrett Warnell, E. Stump, Alejandro Ribeiro
- Computer Science, Mathematics
- IEEE Transactions on Signal and Information…
- 17 December 2015
TLDR
Proximity without consensus in online multi-agent optimization
- Alec Koppel, Brian M. Sadler, Alejandro Ribeiro
- Computer Science
- ICASSP
- 14 March 2016
TLDR
Decentralized Prediction-Correction Methods for Networked Time-Varying Convex Optimization
- Andrea Simonetto, Alec Koppel, Aryan Mokhtari, G. Leus, Alejandro Ribeiro
- Computer Science, Mathematics
- IEEE Transactions on Automatic Control
- 1 December 2015
TLDR
Decentralized Online Learning With Kernels
- Alec Koppel, Santiago Paternain, C. Richard, Alejandro Ribeiro
- Computer Science, Mathematics
- IEEE Transactions on Signal Processing
- 11 October 2017
TLDR
A Class of Prediction-Correction Methods for Time-Varying Convex Optimization
- Andrea Simonetto, Aryan Mokhtari, Alec Koppel, G. Leus, Alejandro Ribeiro
- Mathematics, Computer Science
- IEEE Transactions on Signal Processing
- 17 September 2015
TLDR
Parsimonious Online Learning with Kernels via sparse projections in function space
- Alec Koppel, Garrett Warnell, E. Stump, Alejandro Ribeiro
- Mathematics, Computer Science
- IEEE International Conference on Acoustics…
- 13 December 2016
TLDR