---
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**.