LobsDICE: Offline Learning from Observation via Stationary Distribution
Correction Estimation

LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation

28 February 2022

Geon-hyeong Kim

Papers citing "LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation"

12 / 12 papers shown

Title
IL-SOAR : Imitation Learning with Soft Optimistic Actor cRitic Stefano Viel Luca Viano V. Cevher 88 0 0 27 Feb 2025
UNIQ: Offline Inverse Q-learning for Avoiding Undesirable Demonstrations Huy Hoang Tien Mai Pradeep Varakantham OffRL 32 0 0 10 Oct 2024
Surgical Task Automation Using Actor-Critic Frameworks and Self-Supervised Imitation Learning Jingshuai Liu Alain Andres Yonghang Jiang Xichun Luo Wenmiao Shu Sotirios A. Tsaftaris 39 0 0 04 Sep 2024
Robust off-policy Reinforcement Learning via Soft Constrained Adversary Kosuke Nakanishi Akihiro Kubo Yuji Yasui Shin Ishii 48 0 0 31 Aug 2024
A Dual Approach to Imitation Learning from Observations with Offline Datasets Harshit S. Sikchi Caleb Chuck Amy Zhang S. Niekum OffRL 39 4 0 13 Jun 2024
SPRINQL: Sub-optimal Demonstrations driven Offline Imitation Learning Huy Hoang Tien Mai Pradeep Varakantham OffRL 47 2 0 20 Feb 2024
SEABO: A Simple Search-Based Method for Offline Imitation Learning Jiafei Lyu Xiaoteng Ma Le Wan Runze Liu Xiu Li Zongqing Lu OffRL 19 9 0 06 Feb 2024
Offline Imitation Learning by Controlling the Effective Planning Horizon Hee-Jun Ahn Seong-Woong Shim Byung-Jun Lee 26 0 0 18 Jan 2024
GO-DICE: Goal-Conditioned Option-Aware Offline Imitation Learning via Stationary Distribution Correction Estimation Abhinav Jain Vaibhav Unhelkar OffRL 27 4 0 17 Dec 2023
Offline Imitation from Observation via Primal Wasserstein State Occupancy Matching Kai Yan A. Schwing Yu-xiong Wang OffRL 29 0 0 02 Nov 2023
A Simple Solution for Offline Imitation from Observations and Examples with Possibly Incomplete Trajectories Kai Yan A. Schwing Yu-xiong Wang OffRL 32 5 0 02 Nov 2023
Conservative Offline Distributional Reinforcement Learning Yecheng Jason Ma Dinesh Jayaraman Osbert Bastani OffRL 70 78 0 12 Jul 2021