Rafael Pina | DeepAI

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Featured Co-authors

Varuna De Silva
14 publications
Ahmet Kondoz
7 publications
Corentin Artaud
3 publications
Chaoyi Gu
2 publications
Joosep Hook
1 publication

research

∙ 06/20/2023

Discovering Causality for Efficient Cooperation in Multi-Agent Environments

In cooperative Multi-Agent Reinforcement Learning (MARL) agents are requ...

0 Rafael Pina, et al. ∙

research

∙ 03/25/2023

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

Artificial Intelligence has been used to help human complete difficult t...

0 Chaoyi Gu, et al. ∙

research

∙ 03/24/2023

Causality Detection for Efficient Multi-Agent Reinforcement Learning

When learning a task as a team, some agents in Multi-Agent Reinforcement...

0 Rafael Pina, et al. ∙

research

∙ 05/30/2022

Residual Q-Networks for Value Function Factorizing in Multi-Agent Reinforcement Learning

Multi-Agent Reinforcement Learning (MARL) is useful in many problems tha...

0 Rafael Pina, et al. ∙