Rafael Pina

Orcid: 0000-0003-1304-3539

According to our database1, Rafael Pina authored at least 12 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Residual Q-Networks for Value Function Factorizing in Multiagent Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst., February, 2024

Towards Self-Adaptive Resilient Swarms Using Multi-Agent Reinforcement Learning.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

Fully Independent Communication in Multi-Agent Reinforcement Learning.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023
Discovering Causality for Efficient Cooperation in Multi-Agent Environments.
CoRR, 2023

Embedding Contextual Information through Reward Shaping in Multi-Agent Learning: A Case Study from Google Football.
CoRR, 2023

Staged Reinforcement Learning for Complex Tasks Through Decomposed Environments.
Proceedings of the Intelligent Systems and Pattern Recognition, 2023

Policy Generation from Latent Embeddings for Reinforcement Learning.
Proceedings of the Intelligent Systems and Pattern Recognition, 2023

Learning Independently from Causality in Multi-Agent Environments.
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

Causality Detection for Efficient Multi-Agent Reinforcement Learning.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022
Towards Interpretable Camera and LiDAR Data Fusion for Autonomous Ground Vehicles Localisation.
Sensors, 2022

Residual Q-Networks for Value Function Factorizing in Multi-Agent Reinforcement Learning.
CoRR, 2022

2021
Overcoming Challenges of Applying Reinforcement Learning for Intelligent Vehicle Control.
Sensors, 2021


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