Q-learning & Deep Learning for Knapsack

Job ID: 38733930

Budget: $30 – $250 NZD

I'm looking for an expert in Python and machine learning who can solve the knapsack problem for my assignment using Q-learning and deep learning techniques. This project will also involve comparing these modern methods with traditional algorithms like the greedy algorithm.

Key Requirements:

- Implement the solution in Python
- Use and adapt a provided dataset
- Conduct a comprehensive comparison of methods

My dataset is of moderate size and complexity, so the freelancer should be capable of handling datasets that are not overly simplistic but also not overwhelmingly large or complex. A background in machine learning, data analysis, and algorithm design would be highly beneficial.

Provide a detailed report summarizing the comparison results.