Alfredo García

99 papers A* 6A 1B 3C 2Misc 1Journal 78Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
HiPER: Hierarchical Reinforcement Learning with Explicit Credit Assignment for Large Language Model Agents.
CoRR
Jiangweizhi Peng, Yuanxin Liu, Ruida Zhou, Charles Fleming, Zhaoran Wang, Alfredo García, Mingyi Hong
2026 J jnl
Regularized Q-Learning With Linear Function Approximation.
IEEE Trans. Autom. Control.
Jiachen Xi, Alfredo García, Petar Momcilovic
2025 J jnl
A trust-region approach for computing Pareto fronts in multiobjective derivative-free optimization.
Optim. Lett.
Aboozar Mohammadi, Davood Hajinezhad, Alfredo García
2025 J jnl
ADARL: Adaptive Low-Rank Structures for Robust Policy Learning under Uncertainty.
CoRR
Chenliang Li, Junyu Leng, Jiaxiang Li, Youbang Sun, Shixiang Chen, Shahin Shahrampour, Alfredo García
2025 J jnl
Active Inference Models of AV Takeovers: Relating Model Parameters to Trust, Situation Awareness, and Fatigue.
Hum. Factors
Ran Wei, Anthony D. McDonald, Ranjana K. Mehta, Alfredo García
2025 J jnl
Aligning Frozen LLMs by Reinforcement Learning: An Iterative Reweight-then-Optimize Approach.
CoRR
Xinnan Zhang, Chenliang Li, Siliang Zeng, Jiaxiang Li, Zhongruo Wang, Kaixiang Lin, Songtao Lu, Alfredo García, Mingyi Hong
2025 J jnl
Do LLMs Recognize Your Latent Preferences? A Benchmark for Latent Information Discovery in Personalized Interaction.
CoRR
Ioannis C. Tsaknakis, Bingqing Song, Shuyu Gan, Dongyeop Kang, Alfredo García, Gaowen Liu, Charles Fleming, Mingyi Hong
2025 A* conf
Joint Reward and Policy Learning with Demonstrations and Human Feedback Improves Alignment.
ICLR
Chenliang Li, Siliang Zeng, Zeyi Liao, Jiaxiang Li, Dongyeop Kang, Alfredo García, Mingyi Hong
2025 J jnl
Learning an Active Inference Model of Driver Perception and Control: Application to Vehicle Car-Following.
IEEE Trans. Intell. Transp. Syst.
Ran Wei, Alfredo García, Anthony D. McDonald, Gustav Markkula, Johan Engström, Matthew O'Kelly
2025 J jnl
ST-PPO: Stabilized Off-Policy Proximal Policy Optimization for Multi-Turn Agents Training.
CoRR
Chenliang Li, Adel Elmahdy, Alex Boyd, Zhongruo Wang, Alfredo García, Parminder Bhatia, Taha A. Kass-Hout, Cao Xiao, Mingyi Hong
2025 J jnl
Structural Estimation of Markov Decision Processes in High-Dimensional State Space with Finite-Time Guarantees.
Oper. Res.
Siliang Zeng, Mingyi Hong, Alfredo García
2025 A conf
Understanding Inverse Reinforcement Learning under Overparameterization: Non-Asymptotic Analysis and Global Optimality.
AISTATS
Ruijia Zhang, Siliang Zeng, Chenliang Li, Alfredo García, Mingyi Hong
2025 J jnl
Understanding Inverse Reinforcement Learning under Overparameterization: Non-Asymptotic Analysis and Global Optimality.
CoRR
Ruijia Zhang, Siliang Zeng, Chenliang Li, Alfredo García, Mingyi Hong
2024 J jnl
A Unified View on Solving Objective Mismatch in Model-Based Reinforcement Learning.
Trans. Mach. Learn. Res.
Ran Wei, Nathan Lambert, Anthony D. McDonald, Alfredo García, Roberto Calandra
2024 J jnl
Distributed Networked Multi-task Learning.
CoRR
Lingzhou Hong, Alfredo García
2024 B conf
Federated Multi-task Learning in Distributed Networks.
IEEE Big Data
Lingzhou Hong, Alfredo García
2024 A* conf
Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment.
NeurIPS
Jiaxiang Li, Siliang Zeng, Hoi-To Wai, Chenliang Li, Alfredo García, Mingyi Hong
2024 J jnl
Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment.
CoRR
Jiaxiang Li, Siliang Zeng, Hoi-To Wai, Chenliang Li, Alfredo García, Mingyi Hong
2024 J jnl
Global Convergence of Decentralized Retraction-Free Optimization on the Stiefel Manifold.
CoRR
Youbang Sun, Shixiang Chen, Alfredo García, Shahin Shahrampour
2024 J jnl
Joint Demonstration and Preference Learning Improves Policy Alignment with Human Feedback.
CoRR
Chenliang Li, Siliang Zeng, Zeyi Liao, Jiaxiang Li, Dongyeop Kang, Alfredo García, Mingyi Hong
2024 J jnl
Local Linear Convergence of Infeasible Optimization With Orthogonal Constraints.
IEEE Control. Syst. Lett.
Youbang Sun, Shixiang Chen, Alfredo García, Shahin Shahrampour
2024 J jnl
Local Linear Convergence of Infeasible Optimization with Orthogonal Constraints.
CoRR
Youbang Sun, Shixiang Chen, Alfredo García, Shahin Shahrampour
2024 J jnl
On the Local Linear Rate of Consensus on the Stiefel Manifold.
IEEE Trans. Autom. Control.
Shixiang Chen, Alfredo García, Mingyi Hong, Shahin Shahrampour
2024 J jnl
Resolving uncertainty on the fly: modeling adaptive driving behavior as active inference.
Frontiers Neurorobotics
Johan Engström, Ran Wei, Anthony D. McDonald, Alfredo García, Matthew O'Kelly, Leif Johnson
2023 Misc conf
A Bayesian Approach to Robust Inverse Reinforcement Learning.
CoRL
Ran Wei, Siliang Zeng, Chenliang Li, Alfredo García, Anthony D. McDonald, Mingyi Hong
2023 J jnl
A Bayesian Approach to Robust Inverse Reinforcement Learning.
CoRR
Ran Wei, Siliang Zeng, Chenliang Li, Alfredo García, Anthony D. McDonald, Mingyi Hong
2023 J jnl
A Unified View on Solving Objective Mismatch in Model-Based Reinforcement Learning.
CoRR
Ran Wei, Nathan O. Lambert, Anthony D. McDonald, Alfredo García, Roberto Calandra
2023 J jnl
An active inference model of car following: Advantages and applications.
CoRR
Ran Wei, Anthony D. McDonald, Alfredo García, Gustav Markkula, Johan Engström, Matthew O'Kelly
2023 J jnl
Resolving uncertainty on the fly: Modeling adaptive driving behavior as active inference.
CoRR
Johan Engström, Ran Wei, Anthony D. McDonald, Alfredo García, Matthew O'Kelly, Leif Johnson
2023 J jnl
Structural Estimation of Partially Observable Markov Decision Processes.
IEEE Trans. Autom. Control.
Yanling Chang, Alfredo García, Zhide Wang, Lu Sun
2023 J jnl
Understanding Expertise through Demonstrations: A Maximum Likelihood Framework for Offline Inverse Reinforcement Learning.
CoRR
Siliang Zeng, Chenliang Li, Alfredo García, Mingyi Hong
2023 A* conf
When Demonstrations meet Generative World Models: A Maximum Likelihood Framework for Offline Inverse Reinforcement Learning.
NeurIPS
Siliang Zeng, Chenliang Li, Alfredo García, Mingyi Hong
2022 J jnl
A Market Mechanism for Trading Flexibility Between Interconnected Electricity Markets.
CoRR
Hossein Khazaei, Ceyhun Eksin, Roohallah Khatami, Alfredo García
2022 J jnl
Distributed networked learning with correlated data.
Autom.
Lingzhou Hong, Alfredo García, Ceyhun Eksin
2022 — conf
Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees.
L4DC
Siliang Zeng, Tianyi Chen, Alfredo García, Mingyi Hong
2022 A* conf
Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees.
NeurIPS
Siliang Zeng, Chenliang Li, Alfredo García, Mingyi Hong
2022 J jnl
Modeling Driver Responses to Automation Failures With Active Inference.
IEEE Trans. Intell. Transp. Syst.
Ran Wei, Anthony D. McDonald, Alfredo García, Hananeh Alambeigi
2022 J jnl
On Distributed Nonconvex Optimization: Projected Subgradient Method for Weakly Convex Problems in Networks.
IEEE Trans. Autom. Control.
Shixiang Chen, Alfredo García, Shahin Shahrampour
2022 J jnl
Structural Estimation of Markov Decision Processes in High-Dimensional State Space with Finite-Time Guarantees.
CoRR
Siliang Zeng, Mingyi Hong, Alfredo García
2022 — conf
World Model Learning from Demonstrations with Active Inference: Application to Driving Behavior.
IWAI
Ran Wei, Alfredo García, Anthony D. McDonald, Gustav Markkula, Johan Engström, Isaac Supeene, Matthew O'Kelly
2021 A* conf
Decentralized Riemannian Gradient Descent on the Stiefel Manifold.
ICML
Shixiang Chen, Alfredo García, Mingyi Hong, Shahin Shahrampour
2021 J jnl
Decentralized Riemannian Gradient Descent on the Stiefel Manifold.
CoRR
Shixiang Chen, Alfredo García, Mingyi Hong, Shahin Shahrampour
2021 — conf
Disease spread coupled with evolutionary social distancing dynamics can lead to growing oscillations.
CDC
Hossein Khazaei, Keith Paarporn, Alfredo García, Ceyhun Eksin
2021 J jnl
Distributed Networked Real-Time Learning.
IEEE Trans. Control. Netw. Syst.
Alfredo García, Luochao Wang, Jeff Huang, Lingzhou Hong
2021 J jnl
Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees.
CoRR
Siliang Zeng, Tianyi Chen, Alfredo García, Mingyi Hong
2021 J jnl
On the Local Linear Rate of Consensus on the Stiefel Manifold.
CoRR
Shixiang Chen, Alfredo García, Mingyi Hong, Shahin Shahrampour
2020 J jnl
An Online Mechanism for Resource Allocation in Networks.
IEEE Trans. Control. Netw. Syst.
Shi Pu, José Joaquín Escudero Garzás, Alfredo García, Shahin Shahrampour
2020 — conf
Distributed Networked Learning with Correlated Data.
CDC
Lingzhou Hong, Alfredo García, Ceyhun Eksin
2020 J jnl
Distributed Projected Subgradient Method for Weakly Convex Optimization.
CoRR
Shixiang Chen, Alfredo García, Shahin Shahrampour
2020 J jnl
Dynamic Discrete Choice Estimation with Partially Observable States and Hidden Dynamics.
CoRR
Yanling Chang, Alfredo García, Zhide Wang
2019 J jnl
Distributed Estimation via Network Regularization.
CoRR
Lingzhou Hong, Alfredo García, Ceyhun Eksin
2019 J jnl
On the Feasibility of 5G Slice Resource Allocation With Spectral Efficiency: A Probabilistic Characterization.
IEEE Access
José Joaquín Escudero Garzás, Carlos Bousoño-Calzón, Alfredo García
2019 J jnl
ZONE: Zeroth-Order Nonconvex Multiagent Optimization Over Networks.
IEEE Trans. Autom. Control.
Davood Hajinezhad, Mingyi Hong, Alfredo García
2018 J jnl
A Flocking-Based Approach for Distributed Stochastic Optimization.
Oper. Res.
Shi Pu, Alfredo García
2018 — conf
Dynamic Spectrum Allocation with Carrier Aggregation for Aircraft-to-Ground Communication.
VTC Fall
José Joaquín Escudero Garzás, Alfredo García, Stephen G. Wilson
2018 J jnl
Erratum: Swarming for Faster Convergence in Stochastic Optimization.
SIAM J. Control. Optim.
Shi Pu, Alfredo García
2018 J jnl
Swarming for Faster Convergence in Stochastic Optimization.
CoRR
Shi Pu, Alfredo García
2018 J jnl
Swarming for Faster Convergence in Stochastic Optimization.
SIAM J. Control. Optim.
Shi Pu, Alfredo García
2017 J jnl
Interactive model-based search with reactive resource allocation.
J. Glob. Optim.
Yue Sun, Alfredo García
2016 J jnl
Distributed Synchronization Control of Multiagent Systems With Unknown Nonlinearities.
IEEE Trans. Cybern.
Shize Su, Zongli Lin, Alfredo García
2016 J jnl
Efficient Rate Allocation in Wireless Networks Under Incomplete Information.
IEEE Trans. Autom. Control.
Alfredo García, Mingyi Hong
2016 J jnl
Noise Reduction by Swarming in Social Foraging.
IEEE Trans. Autom. Control.
Shi Pu, Alfredo García, Zongli Lin
2015 J jnl
Auction Design for the Efficient Allocation of Service Capacity Under Congestion.
Oper. Res.
Jorge Barrera, Alfredo García
2015 J jnl
Dynamic Incentives for Congestion Control.
IEEE Trans. Autom. Control.
Jorge Barrera, Alfredo García
2015 J jnl
Dynamic Price Competition with Switching Costs.
Dyn. Games Appl.
Natalia Fabra, Alfredo García
2015 J jnl
Interactive model-based search for global optimization.
J. Glob. Optim.
Yuting Wang, Alfredo García
2015 J jnl
Reputation Dynamics in Networks: Application to Cyber Security of Wind Farms.
Syst. Eng.
Nathan Trantham, Alfredo García
2014 C conf
Distributed synchronization control of multi-agent systems with unknown nonlinearities: The case of fixed directed communication topology.
ACC
Shize Su, Zongli Lin, Alfredo García
2014 J jnl
Dynamic Platform Competition with Malicious Users.
Dyn. Games Appl.
Alfredo García, Yue Sun, Joseph Shen
2014 J jnl
Interactive Diffusions for Global Optimization.
J. Optim. Theory Appl.
Yue Sun, Alfredo García
2014 J jnl
Interference Pricing Mechanism for Downlink Multicell Coordinated Beamforming.
IEEE Trans. Commun.
José Joaquín Escudero Garzás, Mingyi Hong, Alfredo García, Ana García Armada
2013 B conf
Auction design for spectrum allocation under interference constraints.
GLOBECOM
Jorge Barrera, Alfredo García, Mingyi Hong
2013 J jnl
Joint Access Point Selection and Power Allocation for Uplink Wireless Networks.
IEEE Trans. Signal Process.
Mingyi Hong, Alfredo García, Jorge Barrera, Stephen G. Wilson
2012 J jnl
"Cap and Trade" for Congestion Control.
Dyn. Games Appl.
Alfredo García, Mingyi Hong, Jorge Barrera
2012 J jnl
An Adaptive Online Ad Auction Scoring Algorithm for Revenue Maximization
CoRR
Chenyang Li, Mingyi Hong, Randy Cogill, Alfredo García
2012 J jnl
Joint Access Point Selection and Power Allocation for Uplink Wireless Networks
CoRR
Mingyi Hong, Alfredo García, Jorge Barrera, Stephen G. Wilson
2012 J jnl
Mechanism Design for Base Station Association and Resource Allocation in Downlink OFDMA Network
CoRR
Mingyi Hong, Alfredo García
2012 J jnl
Mechanism Design for Base Station Association and Resource Allocation in Downlink OFDMA Network.
IEEE J. Sel. Areas Commun.
Mingyi Hong, Alfredo García
2011 J jnl
Averaged Iterative Water-Filling Algorithm: Robustness and Convergence
CoRR
Mingyi Hong, Alfredo García
2011 J jnl
Averaged Iterative Water-Filling Algorithm: Robustness and Convergence.
IEEE Trans. Signal Process.
Mingyi Hong, Alfredo García
2011 J jnl
Distributed Uplink Resource Allocation in Cognitive Radio Networks -- Part I: Equilibria and Algorithms for Power Allocation
CoRR
Mingyi Hong, Alfredo García, Stephen G. Wilson
2011 J jnl
Distributed Uplink Resource Allocation in Cognitive Radio Networks -- Part II: Equilibria and Algorithms for Joint Access Point Selection and Power Allocation
CoRR
Mingyi Hong, Alfredo García, Jorge Barrera
2011 J jnl
Equilibrium Pricing of Interference in Cognitive Radio Networks.
IEEE Trans. Signal Process.
Mingyi Hong, Alfredo García
2011 J jnl
Joint Distributed Access Point Selection and Power Allocation in Cognitive Radio Networks
CoRR
Mingyi Hong, Alfredo García, Jorge Barrera
2011 A* conf
Joint distributed access point selection and power allocation in cognitive radio networks.
INFOCOM
Mingyi Hong, Alfredo García, Jorge Barrera
2011 J jnl
Lower Bounds Optimization for Coordinated Linear Transmission Beamformer Design in Multicell Network Downlink
CoRR
Mingyi Hong, Alfredo García, José Joaquín Escudero Garzás, Ana García Armada
2010 J jnl
A Bio-Inspired Scheme for Coordinated Online Search.
IEEE Trans. Autom. Control.
Alfredo García, Chenyang Li, Fernan Pedraza
2010 B conf
Competitive sharing of the spectrum in cognitive radio network: A market equilibrium framework.
WiOpt
Mingyi Hong, Alfredo García
2010 J jnl
Equilibrium Capacity Expansion Under Stochastic Demand Growth.
Oper. Res.
Alfredo García, Zhijiang Shen
2009 — conf
Distributed Channel Selection for Ad-Hoc Networks in the Presence of Jamming Sources.
ADHOCNETS
Jorge Barrera, Alfredo García
2008 J jnl
A Game-Theoretic Approach to Efficient Power Management in Sensor Networks.
Oper. Res.
Enrique Campos-Náñez, Alfredo García, Chenyang Li
2008 — conf
Rational swarm routing protocol for mobile ad-hoc wireless networks.
ICPS
Alfredo García, Fernan A. Pedraza
2007 J jnl
A Decentralized Approach to Discrete Optimization via Simulation: Application to Network Flow.
Oper. Res.
Alfredo García, Stephen D. Patek, Kaushik Sinha
2007 J jnl
Dynamic Auctions for On-Demand Services.
IEEE Trans. Syst. Man Cybern. Part A
Enrique Campos-Náñez, Natalia Fabra, Alfredo García
2007 — conf
Rational swarms for distributed on-line Bayesian search.
ROBOCOMM
Alfredo García, Chenyang Li, Fernan Pedraza
2007 J jnl
Solution and Forecast Horizons for Infinite-Horizon Nonhomogeneous Markov Decision Processes.
Math. Oper. Res.
Torpong Cheevaprawatdomrong, Irwin E. Schochetman, Robert L. Smith, Alfredo García
2005 C conf
Distributed on-line Bayesian search.
CollaborateCom
Alfredo García, Enrique Campos, Chenyang Li
2005 J jnl
Dynamic Pricing and Learning in Electricity Markets.
Oper. Res.
Alfredo García, Enrique Campos-Náñez, James Reitzes
2000 J jnl
Solving nonstationary infinite horizon stochastic production planning problems.
Oper. Res. Lett.
Alfredo García, Robert L. Smith