policy
simple_traffic-AI-Based-
Hacker21-punk · PyTorch
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Overview
Name
simple_traffic-AI-Based-
Author
Hacker21-punk
Framework
PyTorch
License
unknown
Skill type
other
Evidence level
untested
Task description
This project integrates YOLOv8 for vehicle detection and tracking from video, feeding real-time traffic counts to a reinforcement learning (RL) model. The RL agent, trained with Stable Baselines3, optimizes traffic signal control to minimize queue times, demonstrating an end-to-end intelligent traff
Spaces
Action space
other · 0-dim · 0Hz
Observation space
- type: other
Links
HuggingFace repo
null
Paper (arXiv)
null
Compatible robots
3+17 mentioned but not in catalog yetCompatible environments
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Datasets that reference this policy
0No datasets reference simple_traffic-AI-Based- yet.