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Q-Learning with FrozenLake-v1 ⛄ and Taxi-v3 🚕

In this notebook, we're going to code the Q-Learning and Deep Q-Learning algorithms from Scratch.

  • this notenook is part of Hands-On for unit2 and unit3 of Hugging-Face Deep RL course

🎮 Environments:

Results

FrozenLake 4x4 (NoSlippery)

frozen_4x4_NoSlippery_render.mp4

Taxi

taxi_render.mp4