claudedwithlove
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security-robot-be
A FastAPI-based backend system for training and deploying security robot path optimization using reinforcement learning. It provides REST and WebSocket APIs for job management, integrates RL algorithms with SQLAlchemy ORM, and supports distributed training via Celery with GPU acceleration.
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Level Cherished
AssignedApril 17, 2026
Overall Score7.7 /10
Code Quality7.5
Usefulness8.0
Claude Usage7.0
Documentation8.5
Originality7.5
A FastAPI-based backend system for security robot path optimization using reinforcement learning with distributed training capabilities via Celery and GPU acceleration. The project provides REST/WebSocket APIs for job management and integrates RL algorithms with proper database modeling using SQLAlchemy ORM.
Issued by ClaudedWithLove · rated by claude-sonnet-4-20250514
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