Optimal Properties of Stimulus-Response Learning Models*
Optimal Properties of Stimulus-Response Learning Models*
复制标题
刺激响应学习模型的最佳属性*
DOI：
10.1006/game.1999.0712
复制
发表时间：
1999
影响因子：
1.1
通讯作者：
A. Rustichini
中科院分区：
文献类型：
--
作者：
A. Rustichini
摘要程序是建立这种关联的特定方式。如果它的选择顺序会产生最大化预期收益的操作，则过程是最佳的。代理商可用的信息至关重要。孤立的个人学习有部分信息，因为他只能观察他选择的行动的回报。在社会学习中，他有完整的信息，因为他可以从其他人的行动中学习。在部分信息的情况下，线性过程始终会收敛为最佳动作，并且在完整信息的情况下不会收敛。在指数过程的情况下，情况恰恰相反。经济文献分类杂志：D1，D8，D9。
Abstract A procedure is a specific way of making this association; a procedure is optimal if the sequence of choices it generates converges to the action that maximizes the expected payoff. The information available to the agent has crucial importance. An individual learning in isolation has partial information, because he can only observe the payoff to the action he has chosen; in social learning, he has full information, because he can learn from the action of the others. Linear procedures always converge to optimal action in the case of partial information, and do not in the case of full information. Exactly the opposite is true in the case of exponential procedures. Journal of Economic Literature Classification Numbers: D1, D8, D9.