Publications by the researcher in collaboration with Esther Villar Rodríguez (21)

2023

  1. A Graph-Based Methodology for the Sensorless Estimation of Road Traffic Profiles

    IEEE Transactions on Intelligent Transportation Systems, Vol. 24, Núm. 8, pp. 8701-8715

  2. Collaborative training of heterogeneous reinforcement learning agents in environments with sparse rewards: what and when to share?

    Neural Computing and Applications, Vol. 35, Núm. 23, pp. 16753-16780

2022

  1. An Evaluation Study of Intrinsic Motivation Techniques Applied to Reinforcement Learning over Hard Exploration Environments

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Towards Improving Exploration in Self-Imitation Learning using Intrinsic Motivation

    Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022