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Title Warehouse Agent
Emoji 🚀
ColorFrom blue
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sdk docker
app_file app.py
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Hybrid Warehouse Agent (OpenEnv)

📌 Overview

This project simulates a real-world warehouse order fulfillment system where an autonomous agent collects items and delivers them to a drop zone.

The agent must:

  • Navigate a grid warehouse
  • Pick correct items
  • Optimize delivery routes
  • Manage time and battery constraints

🎯 Motivation

Warehouse automation is a real-world logistics problem. This environment models:

  • Order batching
  • Path optimization
  • Resource constraints

🧠 Environment Details

Grid Layout

  • S → Start
  • A, B, C → Items
  • D → Drop zone
  • X → Obstacles

📥 Observation Space

{
  "agent_position": [row, col],
  "inventory": [items],
  "current_order": [items] or None,
  "orders_completed": int,
  "time": int,
  "battery": int
}

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