135 citations · 326 across the 32 of their papers we have counts for
Showing cs.AIShow all
3 papers · 1 filter
cs.AI2023
Mastering Asymmetrical Multiplayer Game with Multi-Agent Asymmetric-Evolution Reinforcement Learning
Chenglu Sun, Yichi Zhang, Yu Zhang +4
Asymmetrical multiplayer (AMP) game is a popular game genre which involves multiple types of agents competing or collaborating with each other in the game. It is difficult to train…
cs.AI2022★ 1 cited
Max Markov Chain
Yu Zhang, Mitchell Bucklew
In this paper, we introduce Max Markov Chain (MMC), a novel representation for a useful subset of High-order Markov Chains (HMCs) with sparse correlations among the states. MMC is…
cs.AI2014
Learning of Agent Capability Models with Applications in Multi-agent Planning
Yu Zhang, Subbarao Kambhampati
One important challenge for a set of agents to achieve more efficient collaboration is for these agents to maintain proper models of each other. An important aspect of these models…