2 papers
cs.GT2024
Partially Observable Stochastic Games with Neural Perception Mechanisms
Rui Yan, Gabriel Santos, Gethin Norman +2
Stochastic games are a well established model for multi-agent sequential decision making under uncertainty. In practical applications, though, agents often have only partial observ…
cs.GT2024
HSVI-based Online Minimax Strategies for Partially Observable Stochastic Games with Neural Perception Mechanisms
Rui Yan, Gabriel Santos, Gethin Norman +2
We consider a variant of continuous-state partially-observable stochastic games with neural perception mechanisms and an asymmetric information structure. One agent has partial inf…