机器博弈研究面临的各种挑战

让计算机学会下棋打牌,尤其和人类的精英对决,这是机器博弈领域长期的奋斗目标,也是人工智能学科极富挑战性的研究课题.为能在这一新兴的研究领域取得更快更多突破性进展,有力发挥机器博弈的"果蝇"作用,有必要很好地明确机器博弈研究当前面临哪些挑战性问题.从学术观念、实战博弈、理论发展、军事应用、国际接轨、普及提高及学生创新性培养等多角度阐述当前在机器博弈领域急需解决的主要问题,以期有更多的青年学者能够投身到这一极富挑战性的研究领域.

Challenging issues facing computer game research

A long2term goal of computer game p rogrammers is to make computers able to p lay board and card games well enough to challenge SuperMaster p layers. In order to speed up the development of new domains of research that could yield breakthrough results, it is necessary to understand what is holding back computer game research. This paper describes key p roblems in the areas of academic concep ts, actual games, theoretical developments, mil2 itary app lications, international competitions, cultivation of the creativity of students and so on, all ofwhich must to be quickly solved in order to getmore results in this challenging and important field