This is the Linux app named RecursiveMAS whose latest release can be downloaded as RecursiveMASsourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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RecursiveMAS
DESCRIPTION
RecursiveMAS is an advanced multi-agent AI framework that introduces a recursive collaboration mechanism to improve reasoning and problem-solving across multiple agents. Instead of treating agents as independent units exchanging text outputs, it connects them through a shared latent computation loop, allowing internal “thought states” to be passed and refined iteratively. This recursive structure enables agents to build on each other’s intermediate reasoning, leading to deeper and more coherent solutions. The system uses a lightweight module called RecursiveLink to transfer and transform latent representations between agents, enabling seamless interaction even across heterogeneous models. It also incorporates an inner–outer loop training approach that optimizes the entire system collectively rather than tuning each agent separately. This design improves efficiency, reduces token usage, and stabilizes learning during iterative reasoning.
Features
- Recursive collaboration loop across multiple agents
- Latent state sharing instead of plain text communication
- RecursiveLink module for cross-agent information transfer
- Inner and outer loop optimization for system-wide learning
- Improved efficiency with reduced token usage
- Support for heterogeneous agents and complex reasoning tasks
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/recursivemas.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
