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Alberto Sardinha — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Alberto Sardinha
9
papers ·
2
citations ·
13
h-index
Pontifícia Universidade Católica do Rio de Janeiro
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Most-cited papers
Centralized Training with Hybrid Execution in Multi-Agent Reinforcement Learning
2022 · 1 citations
Solving General-Utility Markov Decision Processes in the Single-Trial Regime with Online Planning
2025
Distributed Value Decomposition Networks with Networked Agents
2025
Networked Agents in the Dark: Team Value Learning under Partial Observability
2025
A Methodology for the Development of RL-Based Adaptive Traffic Signal Controllers
2021
Learning to Perceive in Deep Model-Free Reinforcement Learning
2023
The Number of Trials Matters in Infinite-Horizon General-Utility Markov Decision Processes
2024
Top co-authors
Francisco S. Melo
· 7
Guilherme S. Varela
· 3
Pedro P. Santos
· 3
Ana Paiva
· 1
Diogo S. Carvalho
· 1
Gon\c{c}alo Querido
· 1
Miguel Vasco
· 1
Pedro A. Santos
· 1
Pedro P. Santos
· 1
Topics
Model-Based RL
Value-Based
Multi-Agent
Game AI
Safe RL
Policy Gradient
Exploration