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Q-Learning on Taxi-v3 🚕

This project implements a Q-Learning agent trained on the Taxi-v3 environment as part of the Hugging Face Deep Reinforcement Learning Course (Unit 2).


🎥 Agent in Action

taxi_demo


📌 Environment

  • Taxi-v3
  • 500 states
  • 6 actions

⚙️ Algorithm

Tabular Q-Learning with epsilon-greedy exploration.


📊 Result

Mean reward > 4 (assignment requirement satisfied).


🤗 Hugging Face Model

https://huggingface.co/BhushanGatty/q-Taxi-v3


👨‍💻 Author

Bhushan Gatty
Robotics Engineering Student
Deep Reinforcement Learning Enthusiast

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Q-Learning agent for Taxi-v3 (Hugging Face Deep RL Course - Unit 2)

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