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Table 2 Extensions of inverse reinforcement learning

From: A survey of inverse reinforcement learning

Model-free

Active learning

Multi-agent

Boularias et al. (2011)

Lopes et al. (2009)

Natarajan et al. (2010)

Suay et al. (2016)

Sadigh et al. (2017)

Reddy et al. (2012)

Tossou and Dimitrakakis (2013)

Kunapuli et al. (2013)

Bogert and Doshi (2014)

Ho et al. (2016)

Ezzeddine et al. (2018)

Bogert and Doshi (2015)

Klein et al. (2012)

El Asri et al. (2016)

Lin et al. (2018)

Klein et al. (2013)

Odom and Natarajan (2016)

Lin et al. (2019)

Uchibe and Doya (2014)

Pan and Shen (2018)

Zhang et al. (2019)

Uchibe (2016)

Amin et al. (2017)

Hadfield-Menell et al. (2016)

Uchibe (2018)

Woodworth et al. (2018)

Šošic et al. (2017)

Herman et al. (2016)

  

Herman et al. (2016)

  

Kangasrääsiö and Kaski (2018)

  

Makino and Takeuchi (2012)