Inverse Reinforcement Learning with Explicit Policy Estimates

no code implementations • 4 Mar 2021 • Navyata Sanghvi, Shinnosuke Usami, Mohit Sharma, Joachim Groeger, Kris Kitani

Various methods for solving the inverse reinforcement learning (IRL) problem have been developed independently in machine learning and economics.

reinforcement-learning Reinforcement Learning (RL)

Inverse Reinforcement Learning with Conditional Choice Probabilities

no code implementations • 22 Sep 2017 • Mohit Sharma, Kris M. Kitani, Joachim Groeger

We make an important connection to existing results in econometrics to describe an alternative formulation of inverse reinforcement learning (IRL).

Econometrics reinforcement-learning +1