Alfredo Garcia's Research

B. Control Systems

  1. Regularized Q-Learning with Linear Function Approximation, J.Xi, A. Garcia and P. Momcilovic (2025) IEEE Transactions on Automatic Control, DOI: 10.1109/TAC.2025.3592801
  2. On the Local Linear Rate of Consensus on the Stiefel Manifold, S. Chen, A. Garcia, M. Hong and S. Shahrampour, (2023) IEEE Transactions on Automatic Control, DOI: 10.1109/TAC.2023.3330735
  3. Structural Estimation of Partially Observable Markov Decision Processes, Y. Chang, A. Garcia, Z. Wang and L. Sun (2022), IEEE Transactions on Automatic Control , DOI: 10.1109/TAC.2022.3217908
  4. Distributed Networked Learning with Correlated Data, L. Hong, A. Garcia and C. Eksin (2022), Automatica, Vol. 137 pp. 110-134
  5. On Distributed Non-convex Optimization: Projected Subgradient Method For Weakly Convex Problems in Networks (2022) S. Chen, A. Garcia and S. Shahrampour, IEEE Transactions on Automatic Control, Vol. 67 No.2, pp. 662-675
  6. Distributed Networked Real-time Learning (2021) A. Garcia, L. Wang, J. Huang and L. Hong,  IEEE Transactions on Control of Network Systems, Vol. 8, No. 1, pp. 28-38
  7. An Online Mechanism for Resource Allocation in Networks (2020) S. Pu, J. Escudero-Garzas, A. Garcia, S. Shahrampour, IEEE Transactions on Control of Network Systems, Vol. 7, No. 3, pp. 1140-1150
  8. Zeroth Order Non-convex Multi-Agent Optimization over Networks (2019) D. Hajinezhad, M. Hong and A. Garcia, IEEE Transactions on Automatic Control, Vol. 64, No. 10 pp. 3995-4010
  9. Swarming for Faster Convergence in Stochastic Optimization, S. Pu and A. Garcia (2018), SIAM Journal on Control and Optimization Vol. 56 No. 4, pp. 2997-3020.
  10. Noise Reduction by Swarming in Social Foraging, S. Pu, A. Garcia and Z. Lin, IEEE Transactions on Automatic Control, (2016) Vol. 61 No. 12 pp. 4007-4013
  11. Distributed Synchronization Control of Multi-agent Systems with Unknown Nonlinearities, S. Su, Z. Lin and A. Garcia, IEEE Transactions on Cybernetics, (2016) Vol. 46, No. pp. 325-338
  12. Efficient Rate Allocation in Wireless Networks Under Incomplete Information,  A. Garcia and M. Hong, IEEE Transactions on Automatic Control, (2016) Vol. 61, No.5 pp: 1397-1402
  13. Dynamic Incentives for Congestion Control, J. Barrera and A. Garcia, IEEE Transactions on Automatic Control, (2015) Vol. 60 No. 2, pp. 299-310
  14. A Bio-Inspired Scheme for Coordinated Online Search, A. Garcia, F. Pedraza and Ch. Li, IEEE Transactions on Automatic Control, (2010) Vol. 55 No. 9 pp. 2142-2148
  15. Dynamic Auctions for On-Demand Services, A. Garcia, N. Fabra and E. Campos, IEEE Transactions on Cybernetics (2007) Vol 37 No. 6, pp 878- 886