Open Internet by MindsNet

Optimizing Agentic Systems with Credit Assignment

Automating configuration of LLM-based multi-agent systems remains a structural challenge due to the difficulty in tracing the impact of individual agents on global output. The core bottleneck is credit assignment, where performance scores are only available at the global system level, making optimization fundamentally difficult.

Computing & Technology, Computer Science, Machine Learning