q-Taxi-v3 / README.md
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metadata
tags:
  - reinforcement-learning
  - Taxi-v3
  - q-learning
  - deep-rl-course
model-index:
  - name: q-Taxi-v3
    results:
      - task:
          type: reinforcement-learning
          name: reinforcement-learning
        dataset:
          name: Taxi-v3
          type: Taxi-v3
        metrics:
          - type: mean_reward
            value: 7.69 +/- 2.87
            name: mean_reward

Q-Learning Agent playing Taxi-v3

This is a trained model of a Tabular Q-Learning agent playing Taxi-v3. The agent was trained and evaluated directly using the Bellman optimality update equation.

Evaluation Results

  • Mean Reward: 7.69 +/- 2.87 (Passing threshold: $\ge 4.0$)
  • Number of Evaluation Episodes: 100
  • Model weights: Saved in q_table.pkl

Trained and submitted by Subhash3008.