A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning

Jixian Guo, Mingming Gong, Dacheng Tao

The generalization of model-based reinforcement learning (MBRL) methods to environments with unseen transition dynamics is an important yet challenging problem. Existing methods tr…