1 citations · 1 across the 1 of their papers we have counts for
3 papers
cs.MA2020
ROMA: Multi-Agent Reinforcement Learning with Emergent Roles
Tonghan Wang, Heng Dong, Victor Lesser +1
The role concept provides a useful tool to design and understand complex multi-agent systems, which allows agents with a similar role to share similar behaviors. However, existing…
cs.AI2018
Building Ethics into Artificial Intelligence
Han Yu, Zhiqi Shen, Chunyan Miao +3
As artificial intelligence (AI) systems become increasingly ubiquitous, the topic of AI governance for ethical decision-making by AI has captured public imagination. Within the AI…
cs.MA2017★ 1 cited
Context-Based Concurrent Experience Sharing in Multiagent Systems
Dan Garant, Bruno da Silva, Victor Lesser +1
One of the key challenges for multi-agent learning is scalability. In this paper, we introduce a technique for speeding up multi-agent learning by exploiting concurrent and increme…