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Background on Integral and Inverse Reinforcement Learning for Feedback Control

  • Bosen Lian,
  • Wenqian Xue,
  • Frank L. Lewis,
  • Hamidreza Modares,
  • Bahare Kiumarsi

摘要

In this chapter, we briefly revisit concepts in optimal control of linear quadratic regulators (LQRs), techniques of integral reinforcement learning (IRL) for LQR, and inverse optimal control theories.