4 citations · 7 across the 9 of their papers we have counts for
Showing cs.AIShow all
2 papers · 1 filter
cs.AI2023★ 2 cited
Discovering Causality for Efficient Cooperation in Multi-Agent Environments
Rafael Pina, Varuna De Silva, Corentin Artaud
In cooperative Multi-Agent Reinforcement Learning (MARL) agents are required to learn behaviours as a team to achieve a common goal. However, while learning a task, some agents may…
cs.AI2023
Causality Detection for Efficient Multi-Agent Reinforcement Learning
Rafael Pina, Varuna De Silva, Corentin Artaud
When learning a task as a team, some agents in Multi-Agent Reinforcement Learning (MARL) may fail to understand their true impact in the performance of the team. Such agents end up…