期刊文献+

复杂环境下机器人的行为学习研究 被引量:2

Research on the behavioral study about robot in complicated environment
在线阅读 下载PDF
导出
摘要 机器人为实现在复杂环境下的探索任务,必须具有自主学习其行为策略的能力。本文将Q-学习与基于案例的学习结合,实现机器人在复杂环境下的自学习能力。 Robot must have the ability of independent study and behavioral strategy for implementing its task of exploring in complicated environment. This paper realizes that robot learning ability independently based on combining case study and Q-study in complicated environment.
出处 《仪器仪表学报》 EI CAS CSCD 北大核心 2006年第z3期1982-1983,共2页 Chinese Journal of Scientific Instrument
关键词 强化学习 Q-学习 案例学习 reinforcement learning Q-learning case based learning
  • 相关文献

参考文献3

二级参考文献9

共引文献91

同被引文献22

  • 1范红.基于进化神经网络的移动机器人免碰路径规划方法[J].仪器仪表学报,2006,27(z1):822-824. 被引量:5
  • 2EMANUEL S V M,POSTIGO J F. Bilateral teleoperation through the Internet[J].{H}Robotics and Autonomous Systems,2006,(2007):205-215.
  • 3ERICK J,RODRIGUEZ-SEDA M W S,DONGJUN L. Experimental comparison study of control architectures for bilateral teleoperators[J].{H}IEEE TRANSACTIONS ON ROBOTICS,2009,(6):1304-1318.
  • 4程德福;王君;凌振宝.传感器原理及应用[M]北京:机械工业社,2008117-127.
  • 5S Parasuraman. Multiple sensors data integration using MFAM for mobile robot navigation[A].2007.2421-2427.
  • 6K Shotaro. Adaption technique for integrating genetic programming and reinforcement learning for real robot[J].{H}IEEE Transactions on Evolutionary Computation,2005,(3).
  • 7R S Sutton. An introduction to reinforcement learning[M].{H}The MIT Press,1998.
  • 8B F Skinner. The behavior of organisms:An experimental analysis[M].New York:Appleton-Century-Crofts,1938.
  • 9M M Veloso. CMRoboBits:Creating an intelligent AIBO robot[J].{H}AI MAGAZINE,2006,(1).
  • 10B Brembs. Double dissociation of PKC and AC manipulations on operant and classical learning in drosophila[J].{H}Current Biology,2008,(15).

引证文献2

二级引证文献8

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部