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ORCIDAlfredo García 0001
Person information
- affiliation: Texas A&M University, College Station, TX, USA
Other persons with the same name
- Alfredo García (aka: Alfredo Garcia) — disambiguation page
- Alfredo García 0002
![[0000-0002-6519-1472]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-6519-1472")
(aka: Alfredo García Olaverri) — University of Zaragoza, Zaragoza, Spain - Alfredo García 0003 — Technical University of Valencia, Valencia, Spain
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2020 – today
- 2024
[j39]Johan Engström, Ran Wei, Anthony D. McDonald, Alfredo García, Matthew O'Kelly, Leif Johnson:
Resolving uncertainty on the fly: modeling adaptive driving behavior as active inference. Frontiers Neurorobotics 18 (2024)- [j38]Shixiang Chen, Alfredo García, Mingyi Hong, Shahin Shahrampour:
On the Local Linear Rate of Consensus on the Stiefel Manifold. IEEE Trans. Autom. Control. 69(4): 2324-2339 (2024) - [j37]Ran Wei, Nathan Lambert, Anthony D. McDonald, Alfredo García, Roberto Calandra:
A Unified View on Solving Objective Mismatch in Model-Based Reinforcement Learning. Trans. Mach. Learn. Res. 2024 (2024) - [i25]Youbang Sun, Shixiang Chen, Alfredo García, Shahin Shahrampour:
Global Convergence of Decentralized Retraction-Free Optimization on the Stiefel Manifold. CoRR abs/2405.11590 (2024) - [i24]Jiaxiang Li, Siliang Zeng, Hoi-To Wai, Chenliang Li, Alfredo García, Mingyi Hong:
Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment. CoRR abs/2405.17888 (2024) - [i23]Chenliang Li, Siliang Zeng, Zeyi Liao, Jiaxiang Li, Dongyeop Kang, Alfredo García, Mingyi Hong:
Joint Demonstration and Preference Learning Improves Policy Alignment with Human Feedback. CoRR abs/2406.06874 (2024) - 2023
- [j36]Yanling Chang, Alfredo García, Zhide Wang, Lu Sun:
Structural Estimation of Partially Observable Markov Decision Processes. IEEE Trans. Autom. Control. 68(8): 5135-5141 (2023) - [c17]Ran Wei, Siliang Zeng, Chenliang Li, Alfredo García, Anthony D. McDonald, Mingyi Hong:
A Bayesian Approach to Robust Inverse Reinforcement Learning. CoRL 2023: 2304-2322 - [c16]Siliang Zeng, Chenliang Li, Alfredo García, Mingyi Hong:
When Demonstrations meet Generative World Models: A Maximum Likelihood Framework for Offline Inverse Reinforcement Learning. NeurIPS 2023 - [i22]Siliang Zeng, Chenliang Li, Alfredo García, Mingyi Hong:
Understanding Expertise through Demonstrations: A Maximum Likelihood Framework for Offline Inverse Reinforcement Learning. CoRR abs/2302.07457 (2023) - [i21]Ran Wei, Anthony D. McDonald, Alfredo García, Gustav Markkula, Johan Engström, Matthew O'Kelly:
An active inference model of car following: Advantages and applications. CoRR abs/2303.15201 (2023) - [i20]Ran Wei, Siliang Zeng, Chenliang Li, Alfredo García, Anthony D. McDonald, Mingyi Hong:
A Bayesian Approach to Robust Inverse Reinforcement Learning. CoRR abs/2309.08571 (2023) - [i19]Ran Wei, Nathan O. Lambert, Anthony D. McDonald, Alfredo García, Roberto Calandra:
A Unified View on Solving Objective Mismatch in Model-Based Reinforcement Learning. CoRR abs/2310.06253 (2023) - [i18]Johan Engström, Ran Wei, Anthony D. McDonald, Alfredo García, Matthew O'Kelly, Leif Johnson:
Resolving uncertainty on the fly: Modeling adaptive driving behavior as active inference. CoRR abs/2311.06417 (2023) - 2022
- [j35]Lingzhou Hong, Alfredo García, Ceyhun Eksin:
Distributed networked learning with correlated data. Autom. 137: 110134 (2022) - [j34]Shixiang Chen, Alfredo García, Shahin Shahrampour:
On Distributed Nonconvex Optimization: Projected Subgradient Method for Weakly Convex Problems in Networks. IEEE Trans. Autom. Control. 67(2): 662-675 (2022) - [j33]Ran Wei, Anthony D. McDonald, Alfredo García, Hananeh Alambeigi:
Modeling Driver Responses to Automation Failures With Active Inference. IEEE Trans. Intell. Transp. Syst. 23(10): 18064-18075 (2022) - [c15]Ran Wei, Alfredo García, Anthony D. McDonald, Gustav Markkula, Johan Engström, Isaac Supeene, Matthew O'Kelly:
World Model Learning from Demonstrations with Active Inference: Application to Driving Behavior. IWAI 2022: 130-142 - [c14]Siliang Zeng, Tianyi Chen, Alfredo García, Mingyi Hong:
Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees. L4DC 2022: 278-290 - [c13]Siliang Zeng, Chenliang Li, Alfredo García, Mingyi Hong:
Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees. NeurIPS 2022 - [i17]Hossein Khazaei, Ceyhun Eksin, Roohallah Khatami, Alfredo García:
A Market Mechanism for Trading Flexibility Between Interconnected Electricity Markets. CoRR abs/2202.13720 (2022) - [i16]Siliang Zeng, Mingyi Hong, Alfredo García:
Structural Estimation of Markov Decision Processes in High-Dimensional State Space with Finite-Time Guarantees. CoRR abs/2210.01282 (2022) - 2021
- [j32]Alfredo García, Luochao Wang, Jeff Huang, Lingzhou Hong:
Distributed Networked Real-Time Learning. IEEE Trans. Control. Netw. Syst. 8(1): 28-38 (2021) - [c12]Hossein Khazaei, Keith Paarporn, Alfredo García, Ceyhun Eksin:
Disease spread coupled with evolutionary social distancing dynamics can lead to growing oscillations. CDC 2021: 4280-4286 - [c11]Shixiang Chen, Alfredo García, Mingyi Hong, Shahin Shahrampour:
Decentralized Riemannian Gradient Descent on the Stiefel Manifold. ICML 2021: 1594-1605 - [i15]Shixiang Chen, Alfredo García, Mingyi Hong, Shahin Shahrampour:
On the Local Linear Rate of Consensus on the Stiefel Manifold. CoRR abs/2101.09346 (2021) - [i14]Shixiang Chen, Alfredo García, Mingyi Hong, Shahin Shahrampour:
Decentralized Riemannian Gradient Descent on the Stiefel Manifold. CoRR abs/2102.07091 (2021) - [i13]Siliang Zeng, Tianyi Chen, Alfredo García, Mingyi Hong:
Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees. CoRR abs/2110.05597 (2021) - 2020
- [j31]Shi Pu, José Joaquín Escudero Garzás, Alfredo García, Shahin Shahrampour:
An Online Mechanism for Resource Allocation in Networks. IEEE Trans. Control. Netw. Syst. 7(3): 1140-1150 (2020) - [c10]Lingzhou Hong, Alfredo García, Ceyhun Eksin:
Distributed Networked Learning with Correlated Data. CDC 2020: 5923-5928 - [i12]Shixiang Chen, Alfredo García, Shahin Shahrampour:
Distributed Projected Subgradient Method for Weakly Convex Optimization. CoRR abs/2004.13233 (2020) - [i11]Yanling Chang, Alfredo García, Zhide Wang:
Dynamic Discrete Choice Estimation with Partially Observable States and Hidden Dynamics. CoRR abs/2008.00500 (2020)
2010 – 2019
- 2019
- [j30]José Joaquín Escudero Garzás, Carlos Bousoño-Calzón, Alfredo García:
On the Feasibility of 5G Slice Resource Allocation With Spectral Efficiency: A Probabilistic Characterization. IEEE Access 7: 151948-151961 (2019) - [j29]Davood Hajinezhad, Mingyi Hong, Alfredo García:
ZONE: Zeroth-Order Nonconvex Multiagent Optimization Over Networks. IEEE Trans. Autom. Control. 64(10): 3995-4010 (2019) - [i10]Lingzhou Hong, Alfredo García, Ceyhun Eksin:
Distributed Estimation via Network Regularization. CoRR abs/1910.12783 (2019) - 2018
- [j28]Shi Pu, Alfredo García:
A Flocking-Based Approach for Distributed Stochastic Optimization. Oper. Res. 66(1): 267-281 (2018) - [j27]Shi Pu, Alfredo García:
Swarming for Faster Convergence in Stochastic Optimization. SIAM J. Control. Optim. 56(4): 2997-3020 (2018) - [j26]Shi Pu, Alfredo García:
Erratum: Swarming for Faster Convergence in Stochastic Optimization. SIAM J. Control. Optim. 56(6): 4488-4492 (2018) - [c9]José Joaquín Escudero Garzás, Alfredo García, Stephen G. Wilson:
Dynamic Spectrum Allocation with Carrier Aggregation for Aircraft-to-Ground Communication. VTC Fall 2018: 1-5 - [i9]Shi Pu, Alfredo García:
Swarming for Faster Convergence in Stochastic Optimization. CoRR abs/1806.04207 (2018) - 2017
- [j25]Yue Sun, Alfredo García:
Interactive model-based search with reactive resource allocation. J. Glob. Optim. 67(1-2): 135-149 (2017) - 2016
- [j24]Alfredo García, Mingyi Hong:
Efficient Rate Allocation in Wireless Networks Under Incomplete Information. IEEE Trans. Autom. Control. 61(5): 1397-1402 (2016) - [j23]Shi Pu, Alfredo García, Zongli Lin:
Noise Reduction by Swarming in Social Foraging. IEEE Trans. Autom. Control. 61(12): 4007-4013 (2016) - [j22]Shize Su, Zongli Lin, Alfredo García:
Distributed Synchronization Control of Multiagent Systems With Unknown Nonlinearities. IEEE Trans. Cybern. 46(1): 325-338 (2016) - 2015
- [j21]Natalia Fabra, Alfredo García:
Dynamic Price Competition with Switching Costs. Dyn. Games Appl. 5(4): 540-567 (2015) - [j20]Jorge Barrera, Alfredo García:
Auction Design for the Efficient Allocation of Service Capacity Under Congestion. Oper. Res. 63(1): 151-165 (2015) - [j19]Yuting Wang, Alfredo García:
Interactive model-based search for global optimization. J. Glob. Optim. 61(3): 479-495 (2015) - [j18]Nathan Trantham, Alfredo García:
Reputation Dynamics in Networks: Application to Cyber Security of Wind Farms. Syst. Eng. 18(4): 339-348 (2015) - [j17]Jorge Barrera, Alfredo García:
Dynamic Incentives for Congestion Control. IEEE Trans. Autom. Control. 60(2): 299-310 (2015) - 2014
- [j16]Alfredo García, Yue Sun, Joseph Shen:
Dynamic Platform Competition with Malicious Users. Dyn. Games Appl. 4(3): 290-308 (2014) - [j15]Yue Sun, Alfredo García:
Interactive Diffusions for Global Optimization. J. Optim. Theory Appl. 163(2): 491-509 (2014) - [j14]José Joaquín Escudero Garzás, Mingyi Hong, Alfredo García, Ana García Armada:
Interference Pricing Mechanism for Downlink Multicell Coordinated Beamforming. IEEE Trans. Commun. 62(6): 1871-1883 (2014) - [c8]Shize Su, Zongli Lin, Alfredo García:
Distributed synchronization control of multi-agent systems with unknown nonlinearities: The case of fixed directed communication topology. ACC 2014: 5361-5366 - 2013
- [j13]Mingyi Hong, Alfredo García, Jorge Barrera, Stephen G. Wilson:
Joint Access Point Selection and Power Allocation for Uplink Wireless Networks. IEEE Trans. Signal Process. 61(13): 3334-3347 (2013) - [c7]Jorge Barrera, Alfredo García, Mingyi Hong:
Auction design for spectrum allocation under interference constraints. GLOBECOM 2013: 3035-3041 - 2012
- [j12]Alfredo García, Mingyi Hong, Jorge Barrera:
"Cap and Trade" for Congestion Control. Dyn. Games Appl. 2(3): 280-293 (2012) - [j11]Mingyi Hong, Alfredo García:
Mechanism Design for Base Station Association and Resource Allocation in Downlink OFDMA Network. IEEE J. Sel. Areas Commun. 30(11): 2238-2250 (2012) - [i8]Mingyi Hong, Alfredo García:
Mechanism Design for Base Station Association and Resource Allocation in Downlink OFDMA Network. CoRR abs/1204.6105 (2012) - [i7]Mingyi Hong, Alfredo García, Jorge Barrera, Stephen G. Wilson:
Joint Access Point Selection and Power Allocation for Uplink Wireless Networks. CoRR abs/1207.4393 (2012) - [i6]Chenyang Li, Mingyi Hong, Randy Cogill, Alfredo García:
An Adaptive Online Ad Auction Scoring Algorithm for Revenue Maximization. CoRR abs/1207.4701 (2012) - 2011
- [j10]Mingyi Hong, Alfredo García:
Averaged Iterative Water-Filling Algorithm: Robustness and Convergence. IEEE Trans. Signal Process. 59(5): 2448-2454 (2011) - [j9]Mingyi Hong, Alfredo García:
Equilibrium Pricing of Interference in Cognitive Radio Networks. IEEE Trans. Signal Process. 59(12): 6058-6072 (2011) - [c6]Mingyi Hong, Alfredo García, Jorge Barrera:
Joint distributed access point selection and power allocation in cognitive radio networks. INFOCOM 2011: 2516-2524 - [i5]Mingyi Hong, Alfredo García, Stephen G. Wilson:
Distributed Uplink Resource Allocation in Cognitive Radio Networks -- Part I: Equilibria and Algorithms for Power Allocation. CoRR abs/1102.1959 (2011) - [i4]Mingyi Hong, Alfredo García:
Averaged Iterative Water-Filling Algorithm: Robustness and Convergence. CoRR abs/1102.1960 (2011) - [i3]Mingyi Hong, Alfredo García, Jorge Barrera:
Distributed Uplink Resource Allocation in Cognitive Radio Networks -- Part II: Equilibria and Algorithms for Joint Access Point Selection and Power Allocation. CoRR abs/1102.1965 (2011) - [i2]Mingyi Hong, Alfredo García, Jorge Barrera:
Joint Distributed Access Point Selection and Power Allocation in Cognitive Radio Networks. CoRR abs/1102.2176 (2011) - [i1]Mingyi Hong, Alfredo García, José Joaquín Escudero Garzás, Ana García Armada:
Lower Bounds Optimization for Coordinated Linear Transmission Beamformer Design in Multicell Network Downlink. CoRR abs/1111.6223 (2011) - 2010
- [j8]Alfredo García, Zhijiang Shen:
Equilibrium Capacity Expansion Under Stochastic Demand Growth. Oper. Res. 58(1): 30-42 (2010) - [j7]Alfredo García, Chenyang Li, Fernan Pedraza:
A Bio-Inspired Scheme for Coordinated Online Search. IEEE Trans. Autom. Control. 55(9): 2142-2147 (2010) - [c5]Mingyi Hong, Alfredo García:
Competitive sharing of the spectrum in cognitive radio network: A market equilibrium framework. WiOpt 2010: 40-49
2000 – 2009
- 2009
- [c4]Jorge Barrera, Alfredo García:
Distributed Channel Selection for Ad-Hoc Networks in the Presence of Jamming Sources. ADHOCNETS 2009: 666-678 - 2008
- [j6]Enrique Campos-Náñez, Alfredo García, Chenyang Li:
A Game-Theoretic Approach to Efficient Power Management in Sensor Networks. Oper. Res. 56(3): 552-561 (2008) - [c3]Alfredo García, Fernan A. Pedraza:
Rational swarm routing protocol for mobile ad-hoc wireless networks. ICPS 2008: 21-26 - 2007
- [j5]Alfredo García, Stephen D. Patek, Kaushik Sinha:
A Decentralized Approach to Discrete Optimization via Simulation: Application to Network Flow. Oper. Res. 55(4): 717-732 (2007) - [j4]Torpong Cheevaprawatdomrong, Irwin E. Schochetman, Robert L. Smith, Alfredo García:
Solution and Forecast Horizons for Infinite-Horizon Nonhomogeneous Markov Decision Processes. Math. Oper. Res. 32(1): 51-72 (2007) - [j3]Enrique Campos-Náñez, Natalia Fabra, Alfredo García:
Dynamic Auctions for On-Demand Services. IEEE Trans. Syst. Man Cybern. Part A 37(6): 878-886 (2007) - [c2]Alfredo García, Chenyang Li, Fernan Pedraza:
Rational swarms for distributed on-line Bayesian search. ROBOCOMM 2007: 25 - 2005
- [j2]Alfredo García, Enrique Campos-Náñez, James Reitzes:
Dynamic Pricing and Learning in Electricity Markets. Oper. Res. 53(2): 231-241 (2005) - [c1]Alfredo García, Enrique Campos, Chenyang Li:
Distributed on-line Bayesian search. CollaborateCom 2005 - 2000
- [j1]Alfredo García, Robert L. Smith:
Solving nonstationary infinite horizon stochastic production planning problems. Oper. Res. Lett. 27(3): 135-141 (2000)
Coauthor Index
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