Skip to main content
HomePython

Project

Taxi Route Optimization with Reinforcement Learning

IntermediateSkill Level
4.8+
239 reviews
Updated 03/2025
Solve the Taxi-v3 environment using Q-learning, ensuring efficient AI-driven transportation.
Start Project

Included withPremium or Teams

PythonMachine LearningArtificial Intelligence1 hr1 Task1,500 XP2,671

Create Your Free Account

or

By continuing, you accept our Terms of Use, our Privacy Policy and that your data is stored in the USA.
Group

Training 2 or more people?

Try DataCamp for Business

Loved by learners at thousands of companies

Project Description

Taxi Route Optimization with Reinforcement Learning

Navigate the bustling streets of a virtual city as a taxi driver in this engaging reinforcement learning project. Utilize Q-learning to optimize your routes, ensuring passengers are efficiently picked up and dropped off. Train a reinforcement learning (RL) agent to solve the Taxi-v3 Gymnasium environment, ensuring optimal AI-driven transportation!

Taxi Route Optimization with Reinforcement Learning

Solve the Taxi-v3 environment using Q-learning, ensuring efficient AI-driven transportation.
Start Project
  • 1

    Task 1

Don’t just take our word for it

*4.8
from 239 reviews
88%
12%
0%
0%
0%
  • Albert
    5 hours ago

    good project

  • Yuan
    17 hours ago

    Overall a very good practice to review the Q learning. It would be better if the problem can clarify that the epsilon-greedy strategy is expected, rather than the vanilla version of Q learning.

  • Poonam
    2 days ago

  • Adam
    3 days ago

  • Emmanuel
    5 days ago

  • Elizaveta
    6 days ago

"good project"

Albert

"Overall a very good practice to review the Q learning. It would be better if the problem can clarify that the epsilon-greedy strategy is expected, rather than the vanilla version of Q learning."

Yuan

Poonam

    Join over 18 million learners and start Taxi Route Optimization with Reinforcement Learning today!

    Create Your Free Account

    or

    By continuing, you accept our Terms of Use, our Privacy Policy and that your data is stored in the USA.