Author
Saitejreddy Jonnalagadda
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Recent research
- AI & ComputingOpen access
MARL-SI: Mirror Agent Recursive Learning with Convergence-Guaranteed Self-Improvement
Self-improving agent architectures represent a promising paradigm for autonomous capability development. However, deploying these systems in regulated or high-stakes environments requires guarantees of safety, traceability, and stability. This paper introduces MARL-SI (Mirror Age...
- AI & ComputingOpen access
MARL-SI: Mirror Agent Recursive Learning with Convergence-Guaranteed Self-Improvement
Self-improving agent architectures represent a promising paradigm for autonomous capability development. However, deploying these systems in regulated or high-stakes environments requires guarantees of safety, traceability, and stability. This paper introduces MARL-SI (Mirror Age...