Robust Visual Imitation Learning with Inverse Dynamics Representations

Robust Visual Imitation Learning with Inverse Dynamics Representations

22 October 2023

Siyuan Li

Papers citing "Robust Visual Imitation Learning with Inverse Dynamics Representations"

8 / 8 papers shown

Title
SeMAIL: Eliminating Distractors in Visual Imitation via Separated Models Shenghua Wan Yucen Wang Minghao Shao Ruying Chen De-Chuan Zhan 53 7 0 19 Jun 2023
Model-Based Imitation Learning for Urban Driving Anthony Hu Gianluca Corrado Nicolas Griffiths Zak Murez Corina Gurau Hudson Yeo Alex Kendall R. Cipolla Jamie Shotton 112 135 0 14 Oct 2022
Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees Siliang Zeng Chenliang Li Alfredo García Min-Fong Hong 34 42 0 04 Oct 2022
Simplifying Model-based RL: Learning Representations, Latent-space Models, and Policies with One Objective Raj Ghugare Homanga Bharadhwaj Benjamin Eysenbach Sergey Levine Ruslan Salakhutdinov OffRL 45 25 0 18 Sep 2022
Watch and Match: Supercharging Imitation with Regularized Optimal Transport Siddhant Haldar Vaibhav Mathur Denis Yarats Lerrel Pinto 46 62 0 30 Jun 2022
Masked World Models for Visual Control Younggyo Seo Danijar Hafner Hao Liu Fangchen Liu Stephen James Kimin Lee Pieter Abbeel OffRL 87 146 0 28 Jun 2022
An Empirical Investigation of Representation Learning for Imitation Xin Chen Sam Toyer Cody Wild Scott Emmons Ian S. Fischer ... Steven H. Wang Ping Luo Stuart J. Russell Pieter Abbeel Rohin Shah AI4TS 33 27 0 16 May 2022
The Distracting Control Suite -- A Challenging Benchmark for Reinforcement Learning from Pixels Austin Stone Oscar Ramirez K. Konolige Rico Jonschkowski 137 101 0 07 Jan 2021