Q-Learning Agent playing Taxi-v3

This is a trained model of a Q-Learning agent playing Taxi-v3 for Unit 2 of the Hugging Face Deep Reinforcement Learning Course.

Evaluation Results

  • Mean Reward: 7.85 +/- 2.40
  • Threshold Required: >= 4.0
  • Pass Status: Passed ✅

Hyperparameters

total_episodes = 25000
learning_rate = 0.7
max_steps = 99
gamma = 0.95
max_epsilon = 1.0
min_epsilon = 0.05
decay_rate = 0.005
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Evaluation results