Sergio Valcárcel Macua

Microsoft Research (United Kingdom) — United Kingdom

Computer Science · Physical Sciences

10h-index419citations37works5.52yr avg
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Research Topics

Distributed Control Multi-Agent Systems(12), Reinforcement Learning in Robotics(9), Energy Efficient Wireless Sensor Networks(5), Target Tracking and Data Fusion in Sensor Networks(5), Distributed Sensor Networks and Detection Algorithms(5)

Publications37 total

Adapting a World Model for Trajectory Following in a 3D Game
arXiv (Cornell University)·2025Open Access
World and Human Action Models towards gameplay ideation
Nature·2025· 11 citedOpen Access
Imitating Human Behaviour with Diffusion Models
arXiv (Cornell University)·2023· 23 citedOpen Access
Compatible features for Monotonic Policy Improvement
arXiv (Cornell University)·2019· 2 citedOpen Access
Coordinating the Crowd: Inducing Desirable Equilibria in Non-Cooperative Systems
2019· 9 citedOpen Access
Inducing Efficient Equilibria in Multi-Agent Systems
2018· 1 cited
Learning Parametric Closed-Loop Policies for Markov Potential Games
arXiv (Cornell University)·2018· 7 citedOpen Access
Diff-DAC: Distributed Actor-Critic for Average Multitask Deep Reinforcement Learning
arXiv (Cornell University)·2017· 30 citedOpen Access
Pursuit-evasion games: a tractable framework for antijamming games in aerial attacks
EURASIP Journal on Wireless Communications and Networking·2017· 6 citedOpen Access
Distributed optimization, control and learning in multiagent networks
2017· 2 citedOpen Access
Underwater Electromagnetic Sensor Networks, Part II: Localization and Network Simulations
Sensors·2016· 16 citedOpen Access
Optimal attack and defence of large scale networks using mean field theory
2016
A new approach for solving anti-jamming games in stochastic scenarios as pursuit-evasion games
2016· 9 cited
Cooperative Network Node Positioning Techniques Using Underwater Radio Communications
arXiv (Cornell University)·2016· 4 citedOpen Access
Simulation of Underwater RF Wireless Sensor Networks using Castalia
arXiv (Cornell University)·2016· 2 citedOpen Access
Dynamic Potential Games With Constraints: Fundamentals and Applications in Communications
IEEE Transactions on Signal Processing·2016· 68 cited
Non-monotone quadratic potential games with single quadratic constraints
2016
Learning in constrained stochastic dynamic potential games
2016· 1 cited
Simulation of Underwater RF Wireless Sensor Networks using
2016
Dynamic Potential Games in Communications: Fundamentals and Applications
arXiv (Cornell University)·2015· 6 citedOpen Access
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Frequent Co-authors

Santiago Zazo(28), Javier Zazo(16), Pavle Belanović(8), Matilde Sánchez-Fernández(4), Enrique Muñoz de Cote(4), Jianshu Chen(3), Ali H. Sayed(3), Sam Devlin(3), Marina Pérez(3), Iván Pérez-Álvarez(3), Juan Parras(3), Jorge del Val(3), Tim Pearce(2), Tabish Rashid(2), Anssi Kanervisto(2), Dave Bignell(2), Raluca Georgescu(2), Shan Zheng Tan(2), Katja Hofmann(2), Eugenio Jiménez(2)