Direct gradient-based reinforcement learning

@inproceedings{Baxter2000DirectGR,
  title={Direct gradient-based reinforcement learning},
  author={J. Baxter and P. L. Bartlett},
  booktitle={ISCAS},
  year={2000}
}
Models agent interacting with its environment. 
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Williams’ REINFORCE algorithm (1992)

  • Line search algorithm using only gradient estimates. 23 Learning
  • • Gradient ascent algorithm for restricted class…
  • 1997
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