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RA-L · 2026

OpenCDA-MARL

Abstract

A unified benchmarking framework for cooperative autonomous driving with Multi-Agent Reinforcement Learning (MARL) capabilities, extending OpenCDA's full-stack simulation platform with distributed training infrastructure for intelligent multi-agent driving policies under CARLA+SUMO co-simulation.