Offline Imitation Learning with Variational Counterfactual Reasoning

Offline Imitation Learning with Variational Counterfactual Reasoning

7 October 2023

Shuai Zhang

Papers citing "Offline Imitation Learning with Variational Counterfactual Reasoning"

8 / 8 papers shown

Title
Counterfactual Behavior Cloning: Offline Imitation Learning from Imperfect Human Demonstrations Shahabedin Sagheb Dylan P. Losey OffRL 22 0 0 16 May 2025
Beyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer Minh Hoang Nguyen Linh Le Pham Van Thommen George Karimpanal Sunil Gupta Hung Le OffRL LRM 37 0 0 14 May 2025
Learning Counterfactual Outcomes Under Rank Preservation Peng Wu Haoxuan Li Chunyuan Zheng Yan Zeng Jiawei Chen Yang Liu Ruocheng Guo Kaipeng Zhang 75 0 0 10 Feb 2025
Good Data Is All Imitation Learning Needs Amir Samadi K. Koufos Kurt Debattista M. Dianati OffRL 31 1 0 26 Sep 2024
Variable-Agnostic Causal Exploration for Reinforcement Learning Minh Hoang Nguyen Hung Le Svetha Venkatesh CML 35 2 0 17 Jul 2024
DIDI: Diffusion-Guided Diversity for Offline Behavioral Generation Jinxin Liu Xinghong Guo Zifeng Zhuang Donglin Wang DiffM OffRL 52 2 0 23 May 2024
M $^3$ TN: Multi-gate Mixture-of-Experts based Multi-valued Treatment Network for Uplift Modeling Zexu Sun Xu Chen 35 3 0 24 Jan 2024
CLUE: Calibrated Latent Guidance for Offline Reinforcement Learning Jinxin Liu Lipeng Zu Li He Donglin Wang OffRL 45 8 0 23 Jun 2023