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Weight bots #41

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jmikedupont2 opened this issue Oct 7, 2023 · 0 comments
Open

Weight bots #41

jmikedupont2 opened this issue Oct 7, 2023 · 0 comments

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@jmikedupont2
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Creating a system to review plans from multiple bots and rank them would involve several steps:

  1. Data Collection: Gather plans generated by various bots and store them in a structured format for analysis.

  2. Preprocessing: Clean and standardize the data to ensure consistency in formatting and content.

  3. Feature Extraction: Extract relevant features from the plans, such as completeness, clarity, feasibility, and relevance.

  4. Bot Evaluation: Assess the performance of each bot individually based on the features extracted and assign scores accordingly.

  5. Weighted Criteria: Define a set of criteria or weights to prioritize certain aspects of the plans over others, depending on your specific goals.

  6. Aggregation: Combine the individual bot scores using the defined criteria and weights to calculate an overall score for each plan.

  7. Ranking: Rank the plans based on their overall scores, from highest to lowest.

  8. User Interface: Develop a user-friendly interface to display the ranked plans and allow users to interact with the system.

  9. Continuous Learning: Continuously update the system with new plans and feedback to improve its accuracy and ranking capabilities.

  10. Decision Making: Consider how the ranked plans will be used and whether additional human intervention is needed for final decision-making.

Keep in mind that the success of such a system would depend on the quality of the bots, the accuracy of the feature extraction, and the relevance of the criteria and weights chosen. Regular monitoring and fine-tuning of the system would be essential to ensure it meets your specific needs.

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