Shared Spatial Memory Through Predictive Coding

1. 1Formulate coordination as the minimization of mutual uncertainty among agents
2. 2Implement an information bottleneck objective to prompt agents to learn from each other
3. 3Train agents using a predictive coding framework to develop a shared spatial memory
4. 4Evaluate the framework's performance in multi-agent systems with partial observability and limited bandwidth

AI engineers and researchers on a multi-agent systems team can benefit from this framework to improve coordination and reduce failures, as it allows agents to learn from each other and develop a consistent shared understanding of their environment

💡 Minimizing mutual uncertainty among agents can lead to improved coordination and reduced failures in multi-agent systems

💡 Multi-agent predictive coding framework for shared spatial memory