Pedro P. Santos

According to our database, Pedro P. Santos authored at least 8 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Solving General-Utility Markov Decision Processes in the Single-Trial Regime with Online Planning.

Pedro P. Santos, Alberto Sardinha, Francisco S. Melo

CoRR, May, 2025

A Computational Model of Inclusive Pedagogy: From Understanding to Application.

Francesco Balzan, Pedro P. Santos, Maurizio Gabbrielli, Mahault Albarracin, Manuel Lopes

CoRR, May, 2025

2024

The impact of data distribution on Q-learning with function approximation.

Pedro P. Santos, Diogo S. Carvalho, Alberto Sardinha, Francisco S. Melo

Mach. Learn., September, 2024

The Number of Trials Matters in Infinite-Horizon General-Utility Markov Decision Processes.

Pedro P. Santos, Alberto Sardinha, Francisco S. Melo

CoRR, 2024

Centralized Training with Hybrid Execution in Multi-Agent Reinforcement Learning.

Pedro P. Santos, Diogo S. Carvalho, Miguel Vasco, Alberto Sardinha, Pedro A. Santos, Ana Paiva, Francisco S. Melo

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Generalizing Objective-Specification in Markov Decision Processes.

Pedro P. Santos

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2021

Understanding the Impact of Data Distribution on Q-learning with Function Approximation.

Pedro P. Santos, Francisco S. Melo, Alberto Sardinha, Diogo S. Carvalho

CoRR, 2021

A Methodology for the Development of RL-Based Adaptive Traffic Signal Controllers.

Guilherme S. Varela, Pedro P. Santos, Alberto Sardinha, Francisco S. Melo

CoRR, 2021