Using Human Demonstrations to Improve Reinforcement Learning

Matthew Edmund Taylor, Halit Bener Suay, Sonia Chernova. Using Human Demonstrations to Improve Reinforcement Learning. In Help Me Help You: Bridging the Gaps in Human-Agent Collaboration, Papers from the 2011 AAAI Spring Symposium, Technical Report SS-11-05, Stanford, California, USA, March 21-23, 2011. AAAI, 2011. [doi]

@inproceedings{TaylorSC11-0,
  title = {Using Human Demonstrations to Improve Reinforcement Learning},
  author = {Matthew Edmund Taylor and Halit Bener Suay and Sonia Chernova},
  year = {2011},
  url = {http://www.aaai.org/ocs/index.php/SSS/SSS11/paper/view/2384},
  researchr = {https://researchr.org/publication/TaylorSC11-0},
  cites = {0},
  citedby = {0},
  booktitle = {Help Me Help You: Bridging the Gaps in Human-Agent Collaboration, Papers from the 2011 AAAI Spring Symposium, Technical Report SS-11-05, Stanford, California, USA, March 21-23, 2011},
  publisher = {AAAI},
}