violinadoley25/multi-agent-task-alloc

Multi-Agent Task Allocation Environment

A collaborative RL environment where AI agents allocate project tasks to team members based on their skills.

Overview

This environment challenges AI agents to optimize team productivity by:

• —Matching tasks to agents with required skills
• —Balancing workload across team members
• —Completing projects efficiently

Team Members

Tasks & Grading

Easy Task

• —Objective: Complete 1+ simple task
• —Grading: Score 1.0 if completed ≥1

Medium Task

• —Objective: Complete 2+ tasks
• —Grading: Score 1.0 if completed ≥2

Hard Task

• —Objective: Complete 4+ tasks
• —Grading: Score 1.0 if completed ≥4

API Endpoints

• —POST /reset - Reset environment
• —POST /step - Execute action
• —GET /state - Get current state
• —POST /grade - Grade a task

Setup

docker build -t multi_agent_task_alloc .
docker run -p 8000:8000 multi_agent_task_alloc