This study examines the potential of AI-enabled wargames to enhance strategic decision-
making in humanitarian assistance and disaster relief (HADR). We introduce an Adversarial …

This paper proposes AlphaRoute, an AlphaGo inspired algorithm for coordinating large-
scale routes, built upon graph attention reinforcement learning and Monte Carlo Tree …

In this unprecedented era of technology-driven transformation, it becomes more critical than
ever that we aggressively invest in developing robust artificial intelligence (AI) for …

A war game between two matched fleets of equal size and capability is designed and
simulated in this work. Each fleet is composed of a carrier vessel (CV), a guided missile …

In today's rapidly evolving military landscape, advancing artificial intelligence (AI) in support
of wargaming becomes essential. Despite reinforcement learning (RL) showing promise for …

This paper proposes an intelligent game confrontation model for a wargame based on
imitation learning and deep reinforcement learning, given light of the supremacy of …

摘要联合战役兵棋是进行联合作战问题研究以及进行联合指挥训练的重要工具,
将智能化方法引入联合战役兵棋推演中有着十分现实的军事实践意义. 在梳理兵棋及兵棋智能化 …

In our contemporary moment, computation has unsettled international conflict through an
inherent, and growing, incommensurability expedited by 'artificial intelligence'(AI) systems …

In exploring AI systems and unknowability in contemporary, and probable future, conflict, I
probe 'deep'reinforcement learning (RL). Deep RL can be summarised, for now, as an …