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Sardinha, Alberto
3 publications
ICML
2025
The Number of Trials Matters in Infinite-Horizon General-Utility Markov Decision Processes
Pedro Pinto Santos
,
Alberto Sardinha
,
Francisco S. Melo
AAAI
2024
TEAMSTER: Model-Based Reinforcement Learning for Ad Hoc Teamwork (Abstract Reprint)
João G. Ribeiro
,
Gonçalo Rodrigues
,
Alberto Sardinha
,
Francisco S. Melo
MLJ
2024
The Impact of Data Distribution on Q-Learning with Function Approximation
Pedro P. Santos
,
Diogo S. Carvalho
,
Alberto Sardinha
,
Francisco S. Melo