Paper Link: Graph Conditioned Diffusion for Offline Multi-Agent Reinforcement Learning
In this directory, we provide the three necessary codebases for reproducing the results of the experiments discussed in our paper.
gcd: Contains the source code for running our method GCD and the MADiff baseline.HiSSD: Contains the source code for running the HiSSD and ODIS baselines.Offline_MARL: Contains the source code for running the standard offline MARL baselines in our paper including MA-CQL, MA-ICQ, MA-IQL, and OMAR.
Please refer to the documentation in each of these codebases for installing and running. Typically, this will require different environments and dependencies per codebase. Note: The GCD directory contains our method.