Non-Adversarial Imitation Learning and its Connections to Adversarial Methods

8 August 2020

Papers citing "Non-Adversarial Imitation Learning and its Connections to Adversarial Methods"

6 / 6 papers shown

Title
Time-series Generation by Contrastive Imitation Daniel Jarrett Ioana Bica M. Schaar AI4TS 86 24 0 02 Nov 2023
Inverse Decision Modeling: Learning Interpretable Representations of Behavior Daniel Jarrett Alihan Huyuk M. Schaar AI4CE 89 28 0 28 Oct 2023
A Ranking Game for Imitation Learning Harshit S. Sikchi Akanksha Saran Wonjoon Goo S. Niekum OffRL 104 22 0 07 Feb 2022
Versatile Inverse Reinforcement Learning via Cumulative Rewards Niklas Freymuth P. Becker Gerhard Neumann 57 4 0 15 Nov 2021
IQ-Learn: Inverse soft-Q Learning for Imitation Divyansh Garg Shuvam Chakraborty Chris Cundy Jiaming Song Matthieu Geist Stefano Ermon 106 189 0 23 Jun 2021
Of Moments and Matching: A Game-Theoretic Framework for Closing the Imitation Gap Gokul Swamy Sanjiban Choudhury J. Andrew Bagnell Steven Wu 79 79 0 04 Mar 2021