Ruopeng Cui

Diverse Skill Discovery in Fourier Latent Space Via Unsupervised Learning

Unsupervised skill discovery acquires a diverse repertoire of skills through intrinsic motivation, offering the potential to alleviate the labor-intensive reward engineering in reinforcement learning and the reliance on costly task-specific data in imitation learning. However, such methods typically…