IEEE

Stochastic Graph Neural Network-Based Value Decomposition for MARL in Internet of Vehicles

Abstract: Autonomous driving has witnessed incredible advances in the past several decades, while Multi-Agent Reinforcement Learning (MARL) promises to satisfy the essential need of autonomous vehicle ...
IEEE

VGN: Value Decomposition With Graph Attention Networks for Multiagent Reinforcement Learning

Abstract: Although value decomposition networks and the follow on value-based studies factorizes the joint reward function to individual reward functions for a kind of cooperative multiagent ...
GitHub

minorminer is a heuristic tool for minor embedding: given a minor and target graph, it tries to find a mapping that embeds the minor into the target.

The primary utility function, find_embedding(), is an implementation of the heuristic algorithm described in [1]. It accepts various optional parameters used to tune the algorithm's execution or ...