AI Behavior Configuration File for Rapid Iteration
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Solution Overview
Problem
Existing AI behavior implementation methods are inefficient, requiring frequent code compilation and debugging, leading to long development cycles and high labor costs, especially when adding or deleting AI behaviors in application programs.
Innovation Solution
The method involves creating an AI behavior configuration file using preset components, testing whether the configuration file achieves a preset effect, and implementing the AI behavior only when the desired effect is reached, thereby simplifying the process and reducing the need for code modifications.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If code compilation and debugging methods are used for implementing AI behavior, then AI behavior can be implemented, but development cycle is long and efficiency is low
Solution Approach 1:
The patent uses configuration files as copies of code to define AI behavior. Instead of modifying source code directly, developers create configuration files that replicate the behavior definition in a simpler format, allowing rapid iteration without compilation cycles.
Solution Approach 2:
The patent replaces the mechanical compilation and debugging process with a configuration-based system. The complex mechanical process of code compilation is substituted by a lighter configuration file parsing and validation mechanism, significantly reducing time loss.
2Adaptability or versatility
If code modification is performed to add or delete AI behavior, then AI behavior can be updated, but code modification is cumbersome and requires recompilation
Solution Approach 1:
The patent segments AI behavior definitions into independent configuration file entries. Each AI behavior can be added, removed, or modified as a separate configuration element without affecting the code structure, enabling flexible updates through simple file edits.
Solution Approach 2:
The patent creates a universal configuration file format that can define multiple different AI behaviors using the same structure. This single configuration mechanism serves multiple functions: adding new behaviors, removing existing ones, and modifying parameters, all without code changes.
3Reliability
If code compilation and debugging are performed repeatedly, then AI behavior can be tested and refined, but time and labor cost are significant
Solution Approach 1:
The patent performs preliminary validation of AI behavior configurations before full system integration. Configuration files are validated against schemas and tested in isolated environments beforehand, catching errors early and preventing costly debugging cycles during full system testing.
Data Source
AI summary
Methods, apparatus and artificial intelligence (AI) editors for implementing an AI behavior are provided herein. In an exemplary method, an AI behavior configuration file can be obtained. The AI behavior configuration file can be configured using at least one preset component, and the AI behavior configuration file matches logic of a preset AI behavior. It can be tested whether a result of running the AI behavior configuration file reaches a preset effect. When the result of running the AI behavior configuration file reaches the preset effect, the preset AI behavior can be implemented according to the AI behavior configuration file.