为了解决游戏开发中LLMs的幻觉和冗余问题,提出了包括双重协作和代码解耦在内的几种缓解措施; 实证结果显示GameGPT在整个游戏开发过程中在有效决策制定和决策修正方面的能力。 论文标题:GameGPT: Multi-agent Collaborative Framework for Game Development 论文链接:arxiv.org/pdf/2310.0806 ...
Fu S, Feng X, Sultana A, Zhao L (2023) Joint power allocation and 3D deployment for UAVBSs: a game theory based deep reinforcement learning approach. IEEE Trans Wireless Commun PP(99):1–13 Fu S, Wang Y, Feng X, Di B, Li C (2023) Reconfigurable intelligent surface assisted non-orth...
The computing model is based on a novel competitive learning with agent multiplayer game tree planning. Specific agents are assigned to transform the models to reach goal plans where goals are satisfied based on competitive game tree learning. The planning applications include OR-Operations Research ...
“狼人杀游戏完整的代码可以在链接(https://github.com/modelscope/agentscope/tree/main/examples/game_werewolf)中找到。” 欢迎大家关注AgentScope,在github上(https://github.com/modelscope/agentscope) 为我们star 。在接下来几天,我们会继续推出教程,带领大家搭建出有趣的多智能体应用! 面向智能体编程(Agent-...
Learning to communicate through interaction, rather than relying on explicit supervision, is often considered a prerequisite for developing a general AI. We study a setting where two agents engage in playing a referential game and, from scratch, develop a communication protocol necessary to succeed in...
A Game Theory-Based Multi-Agent System for Expensive Optimisation Problems This paper is concerned with the development of a novel approach to solve expensive optimisation problems. The approach relies on game theory and a multi-agent framework in which a number of existing algorithms, cast as ...
(agents) control 3 heroes respectively and initiate simultaneous attacks from both ends of the map. Players (agents) will control their heroes and work with teammates to gather resources and defeat their opponents. The game is won when players from a team destroy the crystal in the opponent's...
player就是玩meta-game的,玩的方式就是选择不同的agents,也就是不同的meta-strategies。 α-Rank既会自动生成,超越进化动力学偏爱的agent的排名,又会滤除瞬态agent(即在长期进化交互作用中灭绝的智能体)。 Paper Overview: 看看这些概念相互的关联,绿色的部分是快读这篇paper的路线。
Compared to the Primary Round, the Preliminary Round and the Final Round involve multi-intelligent solutions (with more emphasis on collaboration between AIs), and the game environment used in the competition has a larger state space, requiring more complex model structures and reinforcement learning ...
Our starting point is a recently introduced spatial multiagent game for egress congestion. We present a twotype extension of the game. In the game, the agent chooses its strategy by observing its neighbors' strategies. The agent's reward structure depends on its distance to the exit and availa...