Pedro P. Santos

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Function Approximation

Reinforcement Learning

Temporal Difference Learning Algorithms

Top Venues

Publications

Pedro P. Santos, Diogo S. Carvalho, Alberto Sardinha, Francisco S. Melo
The impact of data distribution on Q-learning with function approximation. Mach. Learn. 113 (9) (2024)
Pedro P. Santos
Generalizing Objective-Specification in Markov Decision Processes. AAMAS (2024)
Pedro P. Santos, Diogo S. Carvalho, Miguel Vasco, Alberto Sardinha, Pedro A. Santos, Ana Paiva, Francisco S. Melo
Centralized Training with Hybrid Execution in Multi-Agent Reinforcement Learning. AAMAS (2024)
Pedro P. Santos, Diogo S. Carvalho, Miguel Vasco, Alberto Sardinha, Pedro A. Santos, Ana Paiva, Francisco S. Melo
Centralized Training with Hybrid Execution in Multi-Agent Reinforcement Learning. CoRR (2022)
Guilherme S. Varela, Pedro P. Santos, Alberto Sardinha, Francisco S. Melo
A Methodology for the Development of RL-Based Adaptive Traffic Signal Controllers. CoRR (2021)
Pedro P. Santos, Francisco S. Melo, Alberto Sardinha, Diogo S. Carvalho
Understanding the Impact of Data Distribution on Q-learning with Function Approximation. CoRR (2021)