| 查看: 205 | 回复: 0 | |||
| 当前主题已经存档。 | |||
[交流]
[书籍]Simulation-based Algorithms for Markov Decision Processes[已搜无重复]
|
|||
|
Simulation-based Algorithms for Markov Decision Processes Springer | ISBN 1846286891 | 2007-03-05 | PDF | 207 pages | 4.6 MB Markov decision process (MDP) models are widely used for modeling sequential decision-making problems that arise in engineering, economics, computer science, and the social sciences. It is well-known that many real-world problems modeled by MDPs have huge state and/or action spaces, leading to the notorious curse of dimensionality that makes practical solution of the resulting models intractable. In other cases, the system of interest is complex enough that it is not feasible to specify some of the MDP model parameters explicitly, but simulation samples are readily available (e.g., for random transitions and costs). For these settings, various sampling and population-based numerical algorithms have been developed recently to overcome the difficulties of computing an optimal solution in terms of a policy and/or value function. Specific approaches include: • multi-stage adaptive sampling; • evolutionary policy iteration; • evolutionary random policy search; and • model reference adaptive search. http://w14.easy-share.com/6124251.html |
回复此楼» 猜你喜欢
268求调剂
已经有3人回复
-
302求调剂
已经有5人回复
-
311求调剂
已经有10人回复
-
被我言中：新模板不强调格式了，假专家开始管格式了
已经有4人回复
-
303求调剂
已经有5人回复
-
考研求调剂
已经有4人回复
-
085601专硕，总分342求调剂，地区不限
已经有4人回复
-
085601材料工程专硕求调剂
已经有5人回复
-
一志愿天津大学化学工艺专业（081702）315分求调剂
已经有6人回复
-
能源材料化学课题组招收硕士研究生8-10名
已经有6人回复
20