instadeepai/Mava

[FEATURE] Support Jumanji's MultiCVRP

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#1,138 opened on Nov 13, 2024

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enhancementgood first issuehelp wanted

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Description

Feature

Adding a wrapper for jumanji's MultiCVRP. The motivation for this, is to support more environments that closely align with real-world applications.

Proposal

A good starting point would be to update the existing non maintained PR.

Testing

Integrate the environment into the list of envs to test in the integration_test.py and make sure it works fine.

Benchmarking

Benchmark the performance of the existing algorithms on MultiCVRP.
[Optional] Create a README file to document the benchmark results.

Contributor guide

Research direction
Familiarize yourself with Jumanji's MultiCVRP environment by reading its documentation and code. Then, review the existing PR #1043 to understand the previous integration attempt. Identify the necessary changes to add a wrapper in Mava's environment interface. Update the integration test file and verify the environment runs with existing algorithms. Benchmark performance and optionally document results.
Tech stack
python
Domain
machine learningai
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-2 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonJAXReinforcement LearningJumanji
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
50