Search Results for author: Zhongwei Yu

Found 2 papers, 2 papers with code

Learning Causal Dynamics Models in Object-Oriented Environments

1 code implementation21 May 2024 Zhongwei Yu, Jingqing Ruan, Dengpeng Xing

Causal dynamics models (CDMs) have demonstrated significant potential in addressing various challenges in reinforcement learning.

Causal Discovery Computational Efficiency +1

Explainable Reinforcement Learning via a Causal World Model

1 code implementation4 May 2023 Zhongwei Yu, Jingqing Ruan, Dengpeng Xing

Generating explanations for reinforcement learning (RL) is challenging as actions may produce long-term effects on the future.

reinforcement-learning Reinforcement Learning (RL)

Cannot find the paper you are looking for? You can Submit a new open access paper.