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SnappierCape/ds-marl-air-cargo

Multi-Agent Reinforcement Learning in Schiphol airport landside cargo dock port allocation.

Python MIT GitHub ↗
★ 0
stars
75
AI relevance
50
solo dev
0
tool sigs

SUMMARY AI summary by gpt-5-mini

Multi-Agent Reinforcement Learning environment that models truck slot booking and landside congestion at Amsterdam Airport Schiphol Cargo Hub. Designed for researchers and engineers studying decentralized coordination between Ground Handling Agents (GHAs), transporters and an optional Orchestrator. Implements a high-fidelity discrete-event simulation (SimPy) enforcing Digital Truck Slot Planning (DTP) rules (45-min slots, frozen window, ANPR gate checks, booking/priority logic). Exposes a PettingZoo interface and is being integrated with BenchMARL for centralized training / decentralized execution (CTDE). Key modules: dtp_platform, objects, demand, infrastructure, kpi_tracker, road, service_time, and schiphol_env. Current status: platform and simulation complete, PettingZoo wrapper done, BenchMARL adapter and multi-scenario training pending.

Language breakdown (by bytes)

Python
100%

Owner

Account
SnappierCape
Type
User
Followers
0

Dates

Created on GitHub 2026-04-26
Last push 2026-05-09
First seen here 2026-05-09
Last fetched 2026-05-09 18:18

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