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Crowd Simulation with Deep RL

GitHub Repository: https://github.com/junwai7159/CrowdMAGAIL

Introduction​

Rule-based​

Single-Agent Reinforcement Learning​

Multi-Agent Reinforcement Learning (MARL)​

Microscopic Crowd Simulation via Deep MARL​

Crowd-MAGAIL: a MAGAIL-based microscopic crowd simulation model
Neural network of the feature extraction and decision module

Control Policy with MARL​

Experimental Results & Analysis​

Conclusion​