Zhaoman, AI,
Department of Computer Science, CS, CUG
Games are Good Problems for AI
博弈是AI研究的好材料
• Machines (players) need “human-like” intelligence.
机器（玩家）需要“类人”的智能。
• Requiring to make decision within limited time.
要求在有限的时间内进行决策。
Features of games
博弈的特征：
Two, or more players (agents)
两个、或多个玩家（智能体）
Turn-taking vs. simultaneous moves
轮流与同步行动
Perfect information vs. imperfect information
完全信息与不完全信息
Deterministic vs. stochastic
确定性与随机
competitive vs. Cooperative
对抗式与合作式
Zero-sum vs. non zero-sum
零和与非零和
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