metadata
tags:
- Taxi-v3
- q-learning
- reinforcement-learning
- custom-implementation
- 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: 7.52 +/- 2.73
name: mean_reward
verified: false
Q-Learning Agent playing Taxi-v3
This is a trained Q-Learning agent for Hugging Face Deep Reinforcement Learning Course Unit 2.
Evaluation
- Environment: Taxi-v3
- Mean reward: 7.52
- Standard deviation: 2.73
- Result (
mean_reward - std_reward): 4.79 - Required course result: 4.5
- Evaluation episodes: 100
Compatibility note
The Q-table was trained and evaluated with Taxi-v4 in the current
Gymnasium release because Taxi-v3 is deprecated there.
The Hugging Face Deep RL Course identifier remains Taxi-v3.