Sergio Valcarcel Macua

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 25

Top Topics

Sensor Networks

Reinforcement Learning

Markov Decision Process

Top Venues

Publications

Tim Pearce, Tabish Rashid, Anssi Kanervisto, David Bignell, Mingfei Sun, Raluca Georgescu, Sergio Valcarcel Macua, Shan Zheng Tan, Ida Momennejad, Katja Hofmann, Sam Devlin
Imitating Human Behaviour with Diffusion Models. ICLR (2023)
Tim Pearce, Tabish Rashid, Anssi Kanervisto, David Bignell, Mingfei Sun, Raluca Georgescu, Sergio Valcarcel Macua, Shan Zheng Tan, Ida Momennejad, Katja Hofmann, Sam Devlin
Imitating Human Behaviour with Diffusion Models. CoRR (2023)
Sergio Valcarcel Macua, Ian Davies, Aleksi Tukiainen, Enrique Munoz de Cote
Fully Distributed Actor-Critic Architecture for Multitask Deep Reinforcement Learning. CoRR (2021)
Sergio Valcarcel Macua, Ian Davies, Aleksi Tukiainen, Enrique Munoz de Cote
Fully distributed actor-critic architecture for multitask deep reinforcement learning. Knowl. Eng. Rev. 36 (2021)
Marcin B. Tomczak, Sergio Valcarcel Macua, Enrique Munoz de Cote, Peter Vrancx
Compatible features for Monotonic Policy Improvement. CoRR (2019)
David Mguni, Joel Jennings, Sergio Valcarcel Macua, Emilio Sison, Sofia Ceppi, Enrique Munoz de Cote
Coordinating the Crowd: Inducing Desirable Equilibria in Non-Cooperative Systems. CoRR (2019)
David Mguni, Joel Jennings, Emilio Sison, Sergio Valcarcel Macua, Sofia Ceppi, Enrique Munoz de Cote
Coordinating the Crowd: Inducing Desirable Equilibria in Non-Cooperative Systems. AAMAS (2019)
Sergio Valcarcel Macua, Javier Zazo, Santiago Zazo
Learning Parametric Closed-Loop Policies for Markov Potential Games. CoRR (2018)
Sergio Valcarcel Macua, Javier Zazo, Santiago Zazo
Learning Parametric Closed-Loop Policies for Markov Potential Games. ICLR (Poster) (2018)
Juan Parras, Santiago Zazo, Jorge del Val, Javier Zazo, Sergio Valcarcel Macua
Pursuit-evasion games: a tractable framework for antijamming games in aerial attacks. EURASIP J. Wirel. Commun. Netw. 2017 (2017)
Javier Zazo, Santiago Zazo, Sergio Valcarcel Macua
Robust Worst-Case Analysis of Demand-Side Management in Smart Grids. IEEE Trans. Smart Grid 8 (2) (2017)
Sergio Valcarcel Macua, Aleksi Tukiainen, Daniel García-Ocaña Hernández, David Baldazo, Enrique Munoz de Cote, Santiago Zazo
Diff-DAC: Distributed Actor-Critic for Multitask Deep Reinforcement Learning. CoRR (2017)
Javier Zazo, Santiago Zazo, Sergio Valcarcel Macua, Marina Pérez, Iván A. Pérez-Álvarez, Laura Cardona, Eduardo Quevedo
Cooperative Network Node Positioning Techniques Using Underwater Radio Communications. CoRR (2016)
Javier Zazo, Sergio Valcarcel Macua, Santiago Zazo, Marina Pérez, Iván A. Pérez-Álvarez, Eugenio Jiménez, Laura Cardona, Joaquín Hernández Brito, Eduardo Quevedo
Underwater Electromagnetic Sensor Networks, Part II: Localization and Network Simulations. Sensors 16 (12) (2016)
Santiago Zazo, Sergio Valcarcel Macua, Matilde Sánchez Fernández, Javier Zazo
Dynamic Potential Games With Constraints: Fundamentals and Applications in Communications. IEEE Trans. Signal Process. 64 (14) (2016)
Juan Parras, Jorge del Val, Santiago Zazo, Javier Zazo, Sergio Valcarcel Macua
A new approach for solving anti-jamming games in stochastic scenarios as pursuit-evasion games. SSP (2016)
Javier Zazo, Santiago Zazo, Sergio Valcarcel Macua
Non-monotone quadratic potential games with single quadratic constraints. ICASSP (2016)
Sergio Valcarcel Macua, Santiago Zazo, Javier Zazo, Marina Pérez-Jiménez, Iván A. Pérez-Álvarez, Eugenio Jiménez, Joaquín Hernández Brito
Simulation of Underwater RF Wireless Sensor Networks using Castalia. CoRR (2016)
Jorge del Val, Santiago Zazo, Sergio Valcarcel Macua, Javier Zazo, Juan Parras
Optimal attack and defence of large scale networks using mean field theory. EUSIPCO (2016)
Javier Zazo, Santiago Zazo, Sergio Valcarcel Macua
Robust Worst-Case Analysis of Demand-Side Management in Smart Grids. CoRR (2016)
Sergio Valcarcel Macua, Santiago Zazo, Javier Zazo
Learning in constrained stochastic dynamic potential games. ICASSP (2016)
Sergio Valcarcel Macua, Jianshu Chen, Santiago Zazo, Ali H. Sayed
Distributed Policy Evaluation Under Multiple Behavior Strategies. IEEE Trans. Autom. Control. 60 (5) (2015)
Sergio Valcarcel Macua, Santiago Zazo, Javier Zazo
Distributed black-box optimization of nonconvex functions. ICASSP (2015)
Santiago Zazo, Sergio Valcarcel Macua, Matilde Sánchez Fernández, Javier Zazo
A new framework for solving dynamic scheduling games. ICASSP (2015)
Santiago Zazo, Matilde Sánchez Fernández, Sergio Valcarcel Macua, Javier Zazo
Dynamic Potential Games in Communications: Fundamentals and Applications. CoRR (2015)
Javier Zazo, Santiago Zazo, Sergio Valcarcel Macua
Distributed cognitive radio systems with temperature-interference constraints and overlay scheme. EUSIPCO (2014)
Sergio Valcarcel Macua, Carlos Moreno Leon, Jhoan Samuel Romero, Silvana Silva Pereira, Javier Zazo, Alba Pagès-Zamora, Roberto López-Valcarce, Santiago Zazo
How to implement doubly-stochastic matrices for consensus-based distributed algorithms. SAM (2014)
Sergio Valcarcel Macua, Jianshu Chen, Santiago Zazo, Ali H. Sayed
Distributed Policy Evaluation Under Multiple Behavior Strategies. CoRR (2013)
Matilde Sánchez Fernández, Sergio Valcarcel Macua, Santiago Zazo
A unified framework for linear function approximation of value functions in stochastic control. EUSIPCO (2013)
Sergio Valcarcel Macua, Jianshu Chen, Santiago Zazo, Ali H. Sayed
Cooperative off-policy prediction of Markov decision processes in adaptive networks. ICASSP (2013)
Pavle Belanovic, Sergio Valcarcel Macua, Santiago Zazo
Distributed static linear Gaussian models using consensus. Neural Networks 34 (2012)
Pavle Belanovic, Sergio Valcarcel Macua, Santiago Zazo
Location-aided distributed primary user identification in a cognitive radio scenario. ICASSP (2012)
Sergio Valcarcel Macua, Pavle Belanovic, Santiago Zazo
Diffusion gradient temporal difference for cooperative reinforcement learning with linear function approximation. CIP (2012)
Nelson I. Dopico, Benjamín Béjar Haro, Sergio Valcarcel Macua, Pavle Belanovic, Santiago Zazo
Improved Animal Tracking Algorithms Using Distributed Kalman-based Filters. EW (2011)
Pavle Belanovic, Sergio Valcarcel Macua, Santiago Zazo
Location-aided Distributed Primary User Identification in a Cognitive Radio Scenario CoRR (2011)
Sergio Valcarcel Macua, Pavle Belanovic, Santiago Zazo
Distributed linear discriminant analysis. ICASSP (2011)