Pedro P. Santos

13 papers A* 2A 2Journal 9
YearRankTypeTitle / Venue / Authors
2026 A* conf
Centralized Training with Hybrid Execution in Multi-Agent Reinforcement Learning via Predictive Observation Imputation (Abstract Reprint).
AAAI
Pedro P. Santos, Diogo S. Carvalho, Miguel Vasco, Alberto Sardinha, Pedro A. Santos, Ana Paiva, Francisco S. Melo
2026 J jnl
Entropic Risk-Aware Monte Carlo Tree Search.
CoRR
Pedro P. Santos, Jacopo Silvestrin, Alberto Sardinha, Francisco S. Melo
2025 J jnl
A Computational Model of Inclusive Pedagogy: From Understanding to Application.
CoRR
Francesco Balzan, Pedro P. Santos, Maurizio Gabbrielli, Mahault Albarracin, Manuel Lopes
2025 J jnl
Centralized training with hybrid execution in multi-agent reinforcement learning via predictive observation imputation.
Artif. Intell.
Pedro P. Santos, Diogo S. Carvalho, Miguel Vasco, Alberto Sardinha, Pedro A. Santos, Ana Paiva, Francisco S. Melo
2025 J jnl
Solving General-Utility Markov Decision Processes in the Single-Trial Regime with Online Planning.
CoRR
Pedro P. Santos, Alberto Sardinha, Francisco S. Melo
2025 A* conf
The Number of Trials Matters in Infinite-Horizon General-Utility Markov Decision Processes.
ICML
Pedro P. Santos, Alberto Sardinha, Francisco S. Melo
2024 A conf
Centralized Training with Hybrid Execution in Multi-Agent Reinforcement Learning.
AAMAS
Pedro P. Santos, Diogo S. Carvalho, Miguel Vasco, Alberto Sardinha, Pedro A. Santos, Ana Paiva, Francisco S. Melo
2024 A conf
Generalizing Objective-Specification in Markov Decision Processes.
AAMAS
Pedro P. Santos
2024 J jnl
The Number of Trials Matters in Infinite-Horizon General-Utility Markov Decision Processes.
CoRR
Pedro P. Santos, Alberto Sardinha, Francisco S. Melo
2024 J jnl
The impact of data distribution on Q-learning with function approximation.
Mach. Learn.
Pedro P. Santos, Diogo S. Carvalho, Alberto Sardinha, Francisco S. Melo
2022 J jnl
Centralized Training with Hybrid Execution in Multi-Agent Reinforcement Learning.
CoRR
Pedro P. Santos, Diogo S. Carvalho, Miguel Vasco, Alberto Sardinha, Pedro A. Santos, Ana Paiva, Francisco S. Melo
2021 J jnl
A Methodology for the Development of RL-Based Adaptive Traffic Signal Controllers.
CoRR
Guilherme S. Varela, Pedro P. Santos, Alberto Sardinha, Francisco S. Melo
2021 J jnl
Understanding the Impact of Data Distribution on Q-learning with Function Approximation.
CoRR
Pedro P. Santos, Francisco S. Melo, Alberto Sardinha, Diogo S. Carvalho