R-AIF: Solving Sparse-Reward Robotic Tasks from Pixels with Active Inference and World Models

Viet Dung Nguyen, Zhizhuo Yang, Christopher L. Buckley +1

Although research has produced promising results demonstrating the utility of active inference (AIF) in Markov decision processes (MDPs), there is relatively less work that builds…