2 papers
cs.MA2024
Managing multiple agents by automatically adjusting incentives
Shunichi Akatsuka, Yaemi Teramoto, Aaron Courville
In the coming years, AI agents will be used for making more complex decisions, including in situations involving many different groups of people. One big challenge is that AI agent…
cs.GT2024
Best Response Shaping
Milad Aghajohari, Tim Cooijmans, Juan Agustin Duque +2
We investigate the challenge of multi-agent deep reinforcement learning in partially competitive environments, where traditional methods struggle to foster reciprocity-based cooper…