Showing cs.AIShow all
2 papers · 1 filter
cs.AI2026
Randomness is sometimes necessary for coordination
Rohan Patil, Jai Malegaonkar, Henrik I. Christensen
Full parameter sharing is standard in cooperative multi-agent reinforcement learning (MARL) for homogeneous agents. Under permutation-symmetric observations, however, a shared dete…
cs.AI2026
GAMMS: Graph based Adversarial Multiagent Modeling Simulator
Rohan Patil, Jai Malegaonkar, Xiao Jiang +3
As intelligent systems and multi-agent coordination become increasingly central to real-world applications, there is a growing need for simulation tools that are both scalable and…